Capstone Project: Create a Customer Segmentation Report for Arvato Financial Services

data engineer

In [1]:
# import libraries here; add more as necessary
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

import pandas_profiling as pp

# magic word for producing visualizations in notebook
%matplotlib inline
In [3]:
# show all observation-related columns/rows
pd.options.display.max_rows = None
In [40]:
# load in the data
azdias = pd.read_csv('clean_azdias.csv')
customers = pd.read_csv('clean_customers.csv')
In [153]:
df_azdias = azdias.copy()
df_customers = customers.copy()
In [154]:
features = pd.read_csv('clean_features.csv')
In [155]:
features_num = features[features.type=='numeric']
num_columns = features_num['attribute'].to_numpy()
print(len(num_columns))
11
In [122]:
azdias_num = df_azdias[num_columns]
customers_num  = df_customers[num_columns]
In [45]:
pp.ProfileReport(customers_num)
Out[45]:

Overview

Dataset info

Number of variables 11
Number of observations 191652
Total Missing (%) 0.0%
Total size in memory 16.1 MiB
Average record size in memory 88.0 B

Variables types

Numeric 9
Categorical 0
Boolean 0
Date 0
Text (Unique) 0
Rejected 2
Unsupported 0

Warnings

Variables

ANZ_HAUSHALTE_AKTIV
Numeric

Distinct count 216
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9327
Minimum 0
Maximum 523
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 2
95-th percentile 14
Maximum 523
Range 523
Interquartile range 1

Descriptive statistics

Standard deviation 12.428
Coef of variation 3.1601
Kurtosis 279.44
Mean 3.9327
MAD 4.3792
Skewness 13.856
Sum 753710
Variance 154.45
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 122657 64.0%
 
2.0 22269 11.6%
 
3.0 7774 4.1%
 
4.0 4597 2.4%
 
5.0 3637 1.9%
 
6.0 3406 1.8%
 
7.0 3139 1.6%
 
8.0 2819 1.5%
 
0.0 2450 1.3%
 
9.0 2421 1.3%
 
Other values (206) 16483 8.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2450 1.3%
 
1.0 122657 64.0%
 
2.0 22269 11.6%
 
3.0 7774 4.1%
 
4.0 4597 2.4%
 

Maximum 5 values

Value Count Frequency (%)  
366.0 2 0.0%
 
367.0 1 0.0%
 
379.0 5 0.0%
 
395.0 1 0.0%
 
523.0 1 0.0%
 

ANZ_HH_TITEL
Numeric

Distinct count 20
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.32098
Minimum 0
Maximum 23
Zeros (%) 69.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 23
Range 23
Interquartile range 1

Descriptive statistics

Standard deviation 0.62362
Coef of variation 1.9428
Kurtosis 240.17
Mean 0.32098
MAD 0.44702
Skewness 9.9652
Sum 61517
Variance 0.3889
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 133454 69.6%
 
1.0 57296 29.9%
 
2.0 459 0.2%
 
3.0 112 0.1%
 
4.0 63 0.0%
 
6.0 52 0.0%
 
13.0 39 0.0%
 
7.0 32 0.0%
 
8.0 26 0.0%
 
5.0 25 0.0%
 
Other values (10) 94 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 133454 69.6%
 
1.0 57296 29.9%
 
2.0 459 0.2%
 
3.0 112 0.1%
 
4.0 63 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
15.0 5 0.0%
 
17.0 15 0.0%
 
18.0 5 0.0%
 
20.0 10 0.0%
 
23.0 6 0.0%
 

ANZ_KINDER
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.34637
Minimum 0
Maximum 8
Zeros (%) 69.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 8
Range 8
Interquartile range 1

Descriptive statistics

Standard deviation 0.56691
Coef of variation 1.6367
Kurtosis 5.367
Mean 0.34637
MAD 0.47815
Skewness 1.8493
Sum 66382
Variance 0.32138
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 132284 69.0%
 
1.0 54039 28.2%
 
2.0 3967 2.1%
 
3.0 1104 0.6%
 
4.0 204 0.1%
 
5.0 46 0.0%
 
6.0 6 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 132284 69.0%
 
1.0 54039 28.2%
 
2.0 3967 2.1%
 
3.0 1104 0.6%
 
4.0 204 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 204 0.1%
 
5.0 46 0.0%
 
6.0 6 0.0%
 
7.0 1 0.0%
 
8.0 1 0.0%
 

ANZ_PERSONEN
Numeric

Distinct count 18
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9596
Minimum 0
Maximum 21
Zeros (%) 3.7%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 2
Q3 3
95-th percentile 5
Maximum 21
Range 21
Interquartile range 2

Descriptive statistics

Standard deviation 1.3264
Coef of variation 0.6769
Kurtosis 2.5124
Mean 1.9596
MAD 1.0226
Skewness 1.3231
Sum 375560
Variance 1.7594
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 87525 45.7%
 
2.0 43780 22.8%
 
3.0 27231 14.2%
 
4.0 16101 8.4%
 
0.0 7146 3.7%
 
5.0 6482 3.4%
 
6.0 2332 1.2%
 
7.0 716 0.4%
 
8.0 222 0.1%
 
9.0 65 0.0%
 
Other values (8) 52 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7146 3.7%
 
1.0 87525 45.7%
 
2.0 43780 22.8%
 
3.0 27231 14.2%
 
4.0 16101 8.4%
 

Maximum 5 values

Value Count Frequency (%)  
13.0 2 0.0%
 
14.0 3 0.0%
 
15.0 1 0.0%
 
16.0 1 0.0%
 
21.0 2 0.0%
 

ANZ_STATISTISCHE_HAUSHALTE
Highly correlated

This variable is highly correlated with ANZ_HAUSHALTE_AKTIV and should be ignored for analysis

Correlation 0.99026

ANZ_TITEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.25856
Minimum 0
Maximum 5
Zeros (%) 74.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 1
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.4406
Coef of variation 1.704
Kurtosis -0.47164
Mean 0.25856
MAD 0.384
Skewness 1.1518
Sum 49554
Variance 0.19413
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 142316 74.3%
 
1.0 49129 25.6%
 
2.0 198 0.1%
 
3.0 8 0.0%
 
5.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 142316 74.3%
 
1.0 49129 25.6%
 
2.0 198 0.1%
 
3.0 8 0.0%
 
5.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 142316 74.3%
 
1.0 49129 25.6%
 
2.0 198 0.1%
 
3.0 8 0.0%
 
5.0 1 0.0%
 

EINGEFUEGT_AM
Numeric

Distinct count 3035
Unique (%) 1.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 6551.1
Minimum 1
Maximum 9456
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 9454
Q3 9456
95-th percentile 9456
Maximum 9456
Range 9455
Interquartile range 9455

Descriptive statistics

Standard deviation 4083
Coef of variation 0.62326
Kurtosis -1.1047
Mean 6551.1
MAD 3665.8
Skewness -0.88201
Sum 1255500000
Variance 16671000
Memory size 1.5 MiB
Value Count Frequency (%)  
9456.0 64744 33.8%
 
1.0 49927 26.1%
 
9454.0 43686 22.8%
 
5157.0 1066 0.6%
 
4398.0 808 0.4%
 
8363.0 569 0.3%
 
5009.0 443 0.2%
 
4513.0 391 0.2%
 
4643.0 363 0.2%
 
9071.0 357 0.2%
 
Other values (3025) 29298 15.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 49927 26.1%
 
544.0 1 0.0%
 
689.0 1 0.0%
 
696.0 1 0.0%
 
698.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9148.0 2 0.0%
 
9445.0 304 0.2%
 
9447.0 73 0.0%
 
9454.0 43686 22.8%
 
9456.0 64744 33.8%
 

EINGEZOGENAM_HH_JAHR
Numeric

Distinct count 33
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 13.727
Minimum -1
Maximum 31
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 1
Q1 2
Median 16
Q3 23
95-th percentile 23
Maximum 31
Range 32
Interquartile range 21

Descriptive statistics

Standard deviation 8.9955
Coef of variation 0.65532
Kurtosis -1.5089
Mean 13.727
MAD 8.1463
Skewness -0.38062
Sum 2630800
Variance 80.919
Memory size 1.5 MiB
Value Count Frequency (%)  
23.0 59559 31.1%
 
1.0 46932 24.5%
 
20.0 16786 8.8%
 
13.0 9028 4.7%
 
16.0 5089 2.7%
 
18.0 4920 2.6%
 
17.0 4911 2.6%
 
19.0 4717 2.5%
 
15.0 4682 2.4%
 
10.0 4074 2.1%
 
Other values (23) 30954 16.2%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 83 0.0%
 
0.0 29 0.0%
 
1.0 46932 24.5%
 
2.0 2549 1.3%
 
3.0 2281 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
27.0 124 0.1%
 
28.0 84 0.0%
 
29.0 34 0.0%
 
30.0 17 0.0%
 
31.0 7 0.0%
 

GEBURTSJAHR
Numeric

Distinct count 113
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1003.4
Minimum 0
Maximum 2017
Zeros (%) 48.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1926
Q3 1949
95-th percentile 1970
Maximum 2017
Range 2017
Interquartile range 1949

Descriptive statistics

Standard deviation 974.53
Coef of variation 0.97124
Kurtosis -1.9962
Mean 1003.4
MAD 974.05
Skewness -0.058143
Sum 192302224
Variance 949710
Memory size 1.5 MiB
Value Count Frequency (%)  
0 93024 48.5%
 
1941 3535 1.8%
 
1940 3085 1.6%
 
1939 3071 1.6%
 
1943 2875 1.5%
 
1942 2802 1.5%
 
1938 2775 1.4%
 
1944 2625 1.4%
 
1937 2603 1.4%
 
1936 2443 1.3%
 
Other values (103) 72814 38.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 93024 48.5%
 
1900 3 0.0%
 
1902 1 0.0%
 
1908 1 0.0%
 
1909 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2013 39 0.0%
 
2014 19 0.0%
 
2015 50 0.0%
 
2016 7 0.0%
 
2017 45 0.0%
 

KBA13_ANZAHL_PKW
Numeric

Distinct count 1251
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 488.97
Minimum 1
Maximum 2300
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 474
Q3 725
95-th percentile 1236
Maximum 2300
Range 2299
Interquartile range 724

Descriptive statistics

Standard deviation 414.6
Coef of variation 0.84792
Kurtosis 0.50883
Mean 488.97
MAD 327.5
Skewness 0.74766
Sum 93711000
Variance 171900
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 51281 26.8%
 
1400.0 2489 1.3%
 
1500.0 1718 0.9%
 
1300.0 1413 0.7%
 
1600.0 1264 0.7%
 
1700.0 796 0.4%
 
1800.0 599 0.3%
 
1900.0 332 0.2%
 
523.0 302 0.2%
 
464.0 294 0.2%
 
Other values (1241) 131164 68.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 51281 26.8%
 
5.0 2 0.0%
 
6.0 2 0.0%
 
8.0 1 0.0%
 
10.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
1900.0 332 0.2%
 
2000.0 254 0.1%
 
2100.0 120 0.1%
 
2200.0 57 0.0%
 
2300.0 83 0.0%
 

MIN_GEBAEUDEJAHR
Highly correlated

This variable is highly correlated with EINGEFUEGT_AM and should be ignored for analysis

Correlation 0.99133

Correlations

Sample

ANZ_HAUSHALTE_AKTIV ANZ_HH_TITEL ANZ_KINDER ANZ_PERSONEN ANZ_STATISTISCHE_HAUSHALTE ANZ_TITEL EINGEFUEGT_AM EINGEZOGENAM_HH_JAHR GEBURTSJAHR KBA13_ANZAHL_PKW MIN_GEBAEUDEJAHR
0 1.0 0.0 0.0 2.0 1.0 0.0 9454.0 23.0 0 1201.0 25.0
1 1.0 1.0 0.0 3.0 1.0 0.0 1.0 10.0 0 1.0 1.0
2 1.0 0.0 0.0 1.0 1.0 0.0 9456.0 21.0 0 433.0 25.0
3 0.0 1.0 0.0 0.0 1.0 0.0 9456.0 20.0 0 755.0 25.0
4 7.0 0.0 0.0 4.0 7.0 0.0 9454.0 20.0 1960 513.0 25.0
ANZ_HAUSHALTE_AKTIV has 2450 / 1.3% zeros Zeros
ANZ_HH_TITEL has 133454 / 69.6% zeros Zeros
ANZ_KINDER has 132284 / 69.0% zeros Zeros
ANZ_PERSONEN has 7146 / 3.7% zeros Zeros
ANZ_STATISTISCHE_HAUSHALTE is highly correlated with ANZ_HAUSHALTE_AKTIV (ρ = 0.99026) Rejected
ANZ_TITEL has 142316 / 74.3% zeros Zeros
GEBURTSJAHR has 93024 / 48.5% zeros Zeros
MIN_GEBAEUDEJAHR is highly correlated with EINGEFUEGT_AM (ρ = 0.99133) Rejected
In [ ]:
 
In [46]:
pp.ProfileReport(azdias_num)
Out[46]:

Overview

Dataset info

Number of variables 11
Number of observations 891221
Total Missing (%) 0.0%
Total size in memory 74.8 MiB
Average record size in memory 88.0 B

Variables types

Numeric 8
Categorical 0
Boolean 0
Date 0
Text (Unique) 0
Rejected 3
Unsupported 0

Warnings

Variables

ANZ_HAUSHALTE_AKTIV
Numeric

Distinct count 292
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.8392
Minimum 0
Maximum 595
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 4
Q3 9
95-th percentile 26
Maximum 595
Range 595
Interquartile range 7

Descriptive statistics

Standard deviation 14.847
Coef of variation 1.8939
Kurtosis 158.2
Mean 7.8392
MAD 7.0155
Skewness 9.2578
Sum 6986400
Variance 220.43
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 195957 22.0%
 
4.0 136361 15.3%
 
2.0 120982 13.6%
 
3.0 62575 7.0%
 
5.0 37815 4.2%
 
6.0 36020 4.0%
 
7.0 34526 3.9%
 
8.0 32293 3.6%
 
9.0 29002 3.3%
 
10.0 25428 2.9%
 
Other values (282) 180262 20.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6463 0.7%
 
1.0 195957 22.0%
 
2.0 120982 13.6%
 
3.0 62575 7.0%
 
4.0 136361 15.3%
 

Maximum 5 values

Value Count Frequency (%)  
445.0 7 0.0%
 
515.0 4 0.0%
 
523.0 4 0.0%
 
536.0 1 0.0%
 
595.0 8 0.0%
 

ANZ_HH_TITEL
Numeric

Distinct count 21
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.47162
Minimum 0
Maximum 23
Zeros (%) 86.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4
Maximum 23
Range 23
Interquartile range 0

Descriptive statistics

Standard deviation 1.2705
Coef of variation 2.6939
Kurtosis 6.4561
Mean 0.47162
MAD 0.81519
Skewness 2.5735
Sum 420310
Variance 1.6142
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 770244 86.4%
 
4.0 97240 10.9%
 
1.0 20157 2.3%
 
2.0 2459 0.3%
 
3.0 585 0.1%
 
5.0 117 0.0%
 
6.0 106 0.0%
 
8.0 68 0.0%
 
7.0 65 0.0%
 
9.0 34 0.0%
 
Other values (11) 146 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 770244 86.4%
 
1.0 20157 2.3%
 
2.0 2459 0.3%
 
3.0 585 0.1%
 
4.0 97240 10.9%
 

Maximum 5 values

Value Count Frequency (%)  
16.0 3 0.0%
 
17.0 13 0.0%
 
18.0 6 0.0%
 
20.0 9 0.0%
 
23.0 3 0.0%
 

ANZ_KINDER
Numeric

Distinct count 11
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.4712
Minimum 0
Maximum 11
Zeros (%) 82.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 4
Maximum 11
Range 11
Interquartile range 0

Descriptive statistics

Standard deviation 1.1623
Coef of variation 2.4666
Kurtosis 4.4576
Mean 0.4712
MAD 0.77323
Skewness 2.4399
Sum 419940
Variance 1.3508
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 731242 82.0%
 
4.0 74556 8.4%
 
1.0 55350 6.2%
 
2.0 24445 2.7%
 
3.0 5376 0.6%
 
5.0 190 0.0%
 
6.0 47 0.0%
 
7.0 10 0.0%
 
9.0 3 0.0%
 
11.0 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 731242 82.0%
 
1.0 55350 6.2%
 
2.0 24445 2.7%
 
3.0 5376 0.6%
 
4.0 74556 8.4%
 

Maximum 5 values

Value Count Frequency (%)  
6.0 47 0.0%
 
7.0 10 0.0%
 
8.0 1 0.0%
 
9.0 3 0.0%
 
11.0 1 0.0%
 

ANZ_PERSONEN
Numeric

Distinct count 30
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.915
Minimum 0
Maximum 45
Zeros (%) 3.8%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 1
Q3 3
95-th percentile 4
Maximum 45
Range 45
Interquartile range 2

Descriptive statistics

Standard deviation 1.2714
Coef of variation 0.66392
Kurtosis 7.8689
Mean 1.915
MAD 1.016
Skewness 1.3182
Sum 1706700
Variance 1.6165
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 423383 47.5%
 
2.0 195470 21.9%
 
4.0 120625 13.5%
 
3.0 94905 10.6%
 
0.0 34103 3.8%
 
5.0 15503 1.7%
 
6.0 4842 0.5%
 
7.0 1525 0.2%
 
8.0 523 0.1%
 
9.0 180 0.0%
 
Other values (20) 162 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 34103 3.8%
 
1.0 423383 47.5%
 
2.0 195470 21.9%
 
3.0 94905 10.6%
 
4.0 120625 13.5%
 

Maximum 5 values

Value Count Frequency (%)  
35.0 1 0.0%
 
37.0 2 0.0%
 
38.0 2 0.0%
 
40.0 1 0.0%
 
45.0 1 0.0%
 

ANZ_STATISTISCHE_HAUSHALTE
Highly correlated

This variable is highly correlated with ANZ_HAUSHALTE_AKTIV and should be ignored for analysis

Correlation 0.97704

ANZ_TITEL
Highly correlated

This variable is highly correlated with ANZ_KINDER and should be ignored for analysis

Correlation 0.90846

EINGEFUEGT_AM
Numeric

Distinct count 5163
Unique (%) 0.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 7856.7
Minimum 4
Maximum 9694
Zeros (%) 0.0%

Quantile statistics

Minimum 4
5-th percentile 4
Q1 8111
Median 9454
Q3 9456
95-th percentile 9456
Maximum 9694
Range 9690
Interquartile range 1345

Descriptive statistics

Standard deviation 3052.7
Coef of variation 0.38854
Kurtosis 1.9327
Mean 7856.7
MAD 2226
Skewness -1.8696
Sum 7002100000
Variance 9318900
Memory size 6.8 MiB
Value Count Frequency (%)  
9456.0 383738 43.1%
 
9454.0 192264 21.6%
 
4.0 93148 10.5%
 
8363.0 11181 1.3%
 
4398.0 6291 0.7%
 
5157.0 6050 0.7%
 
9071.0 3204 0.4%
 
4643.0 2343 0.3%
 
6444.0 2327 0.3%
 
5009.0 2290 0.3%
 
Other values (5153) 188385 21.1%
 

Minimum 5 values

Value Count Frequency (%)  
4.0 93148 10.5%
 
601.0 1 0.0%
 
608.0 15 0.0%
 
620.0 16 0.0%
 
626.0 2 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
9447.0 317 0.0%
 
9454.0 192264 21.6%
 
9456.0 383738 43.1%
 
9620.0 2 0.0%
 
9694.0 1 0.0%
 

EINGEZOGENAM_HH_JAHR
Numeric

Distinct count 37
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 12.506
Minimum -1
Maximum 117
Zeros (%) 0.0%

Quantile statistics

Minimum -1
5-th percentile 2
Q1 5
Median 13
Q3 19
95-th percentile 23
Maximum 117
Range 118
Interquartile range 14

Descriptive statistics

Standard deviation 7.2259
Coef of variation 0.57778
Kurtosis -1.3051
Mean 12.506
MAD 6.393
Skewness 0.010383
Sum 11146000
Variance 52.213
Memory size 6.8 MiB
Value Count Frequency (%)  
23.0 111439 12.5%
 
4.0 104481 11.7%
 
20.0 66259 7.4%
 
2.0 45926 5.2%
 
13.0 45103 5.1%
 
3.0 43992 4.9%
 
16.0 41440 4.6%
 
9.0 34959 3.9%
 
12.0 34714 3.9%
 
15.0 34547 3.9%
 
Other values (27) 328361 36.8%
 

Minimum 5 values

Value Count Frequency (%)  
-1.0 565 0.1%
 
0.0 208 0.0%
 
1.0 13699 1.5%
 
2.0 45926 5.2%
 
3.0 43992 4.9%
 

Maximum 5 values

Value Count Frequency (%)  
31.0 8 0.0%
 
33.0 1 0.0%
 
46.0 1 0.0%
 
113.0 1 0.0%
 
117.0 1 0.0%
 

GEBURTSJAHR
Numeric

Distinct count 117
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1101.2
Minimum 0
Maximum 2017
Zeros (%) 44.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1943
Q3 1970
95-th percentile 1990
Maximum 2017
Range 2017
Interquartile range 1970

Descriptive statistics

Standard deviation 976.58
Coef of variation 0.88685
Kurtosis -1.9415
Mean 1101.2
MAD 969.48
Skewness -0.24036
Sum 981393433
Variance 953720
Memory size 6.8 MiB
Value Count Frequency (%)  
0 392318 44.0%
 
1967 11183 1.3%
 
1965 11090 1.2%
 
1966 10933 1.2%
 
1970 10883 1.2%
 
1964 10799 1.2%
 
1968 10792 1.2%
 
1963 10513 1.2%
 
1969 10360 1.2%
 
1980 10275 1.2%
 
Other values (107) 402075 45.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 392318 44.0%
 
1900 4 0.0%
 
1902 1 0.0%
 
1904 5 0.0%
 
1905 8 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
2013 380 0.0%
 
2014 124 0.0%
 
2015 257 0.0%
 
2016 167 0.0%
 
2017 593 0.1%
 

KBA13_ANZAHL_PKW
Numeric

Distinct count 1261
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 546.61
Minimum 0
Maximum 2300
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 4
Q1 308
Median 503
Q3 738
95-th percentile 1241
Maximum 2300
Range 2300
Interquartile range 430

Descriptive statistics

Standard deviation 376.24
Coef of variation 0.68832
Kurtosis 1.2911
Mean 546.61
MAD 285.65
Skewness 0.8916
Sum 487150000
Variance 141560
Memory size 6.8 MiB
Value Count Frequency (%)  
4.0 105807 11.9%
 
1400.0 11722 1.3%
 
1500.0 8291 0.9%
 
1300.0 6427 0.7%
 
1600.0 6135 0.7%
 
1700.0 3795 0.4%
 
1800.0 2617 0.3%
 
464.0 1604 0.2%
 
417.0 1604 0.2%
 
519.0 1600 0.2%
 
Other values (1251) 741619 83.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 62 0.0%
 
1.0 8 0.0%
 
2.0 6 0.0%
 
3.0 6 0.0%
 
4.0 105807 11.9%
 

Maximum 5 values

Value Count Frequency (%)  
1900.0 1450 0.2%
 
2000.0 1198 0.1%
 
2100.0 651 0.1%
 
2200.0 307 0.0%
 
2300.0 611 0.1%
 

MIN_GEBAEUDEJAHR
Highly correlated

This variable is highly correlated with EINGEFUEGT_AM and should be ignored for analysis

Correlation 0.98211

Correlations

Sample

ANZ_HAUSHALTE_AKTIV ANZ_HH_TITEL ANZ_KINDER ANZ_PERSONEN ANZ_STATISTISCHE_HAUSHALTE ANZ_TITEL EINGEFUEGT_AM EINGEZOGENAM_HH_JAHR GEBURTSJAHR KBA13_ANZAHL_PKW MIN_GEBAEUDEJAHR
0 4.0 4.0 4.0 4.0 4.0 4.0 4.0 4.0 0 4.0 4.0
1 11.0 0.0 0.0 2.0 12.0 0.0 9456.0 13.0 1996 963.0 25.0
2 10.0 0.0 0.0 1.0 7.0 0.0 9454.0 17.0 1979 712.0 25.0
3 1.0 0.0 0.0 0.0 2.0 0.0 7559.0 19.0 1957 596.0 20.0
4 3.0 0.0 0.0 4.0 3.0 0.0 9454.0 13.0 1963 435.0 25.0
ANZ_HH_TITEL has 770244 / 86.4% zeros Zeros
ANZ_KINDER has 731242 / 82.0% zeros Zeros
ANZ_PERSONEN has 34103 / 3.8% zeros Zeros
ANZ_STATISTISCHE_HAUSHALTE is highly correlated with ANZ_HAUSHALTE_AKTIV (ρ = 0.97704) Rejected
ANZ_TITEL is highly correlated with ANZ_KINDER (ρ = 0.90846) Rejected
GEBURTSJAHR has 392318 / 44.0% zeros Zeros
MIN_GEBAEUDEJAHR is highly correlated with EINGEFUEGT_AM (ρ = 0.98211) Rejected
Dataset has 108375 duplicate rows Warning

Drop highly correlated columns and impute zeros to median per columns

In [156]:
corr_columns = ['ANZ_STATISTISCHE_HAUSHALTE', 'MIN_GEBAEUDEJAHR', 'ANZ_TITEL']
In [157]:
df_azdias.drop(columns=corr_columns, inplace=True)
df_customers.drop(columns=corr_columns, inplace=True)
In [159]:
for col in corr_columns:
    print(col)
    features.drop(features[features.attribute==col].index, inplace=True)
features.shape
ANZ_STATISTISCHE_HAUSHALTE
MIN_GEBAEUDEJAHR
ANZ_TITEL
Out[159]:
(279, 5)
In [160]:
columns_to_fill = ['ANZ_HAUSHALTE_AKTIV', 'ANZ_HH_TITEL', 'ANZ_KINDER',
       'ANZ_PERSONEN', 'EINGEFUEGT_AM', 'EINGEZOGENAM_HH_JAHR', 'GEBURTSJAHR',
       'KBA13_ANZAHL_PKW']
In [161]:
df_customers[columns_to_fill] = np.where(np.isclose(df_customers[columns_to_fill].values, 0.0), np.nan, df_customers[columns_to_fill].values)
df_azdias[columns_to_fill] = np.where(np.isclose(df_azdias[columns_to_fill].values, 0.0), np.nan, df_azdias[columns_to_fill].values)
In [162]:
df_azdias[columns_to_fill] = df_azdias[columns_to_fill].fillna(df_azdias[columns_to_fill].median().iloc[0])
df_customers[columns_to_fill] = df_customers[columns_to_fill].fillna(df_customers[columns_to_fill].median().iloc[0])
In [163]:
df_customers[columns_to_fill] = df_customers[columns_to_fill].astype('Int32')
df_azdias[columns_to_fill] = df_azdias[columns_to_fill].astype('Int32')
In [164]:
df_azdias[columns_to_fill].head()
Out[164]:
ANZ_HAUSHALTE_AKTIV ANZ_HH_TITEL ANZ_KINDER ANZ_PERSONEN EINGEFUEGT_AM EINGEZOGENAM_HH_JAHR GEBURTSJAHR KBA13_ANZAHL_PKW
0 4 4 4 4 4 4 4 4
1 11 4 4 2 9456 13 1996 963
2 10 4 4 1 9454 17 1979 712
3 1 4 4 4 7559 19 1957 596
4 3 4 4 4 9454 13 1963 435
In [165]:
df_customers[columns_to_fill].head()
Out[165]:
ANZ_HAUSHALTE_AKTIV ANZ_HH_TITEL ANZ_KINDER ANZ_PERSONEN EINGEFUEGT_AM EINGEZOGENAM_HH_JAHR GEBURTSJAHR KBA13_ANZAHL_PKW
0 1 1 1 2 9454 23 1 1201
1 1 1 1 3 1 10 1 1
2 1 1 1 1 9456 21 1 433
3 1 1 1 1 9456 20 1 755
4 7 1 1 4 9454 20 1960 513
In [143]:
df_customers.to_csv('clean_customers_zero_median.csv', index=False)
df_azdias.to_csv('clean_azdias_zero_median.csv', index=False)
In [144]:
df_customers[columns_to_fill].describe()
Out[144]:
ANZ_HAUSHALTE_AKTIV ANZ_HH_TITEL ANZ_KINDER ANZ_PERSONEN EINGEFUEGT_AM EINGEZOGENAM_HH_JAHR GEBURTSJAHR KBA13_ANZAHL_PKW
count 191652.000000 191652.000000 191652.000000 191652.000000 191652.000000 191652.000000 191652.000000 191652.000000
mean 3.945505 1.017318 1.036598 1.996869 6551.084215 13.726911 1003.878112 488.965385
std 12.424388 0.391572 0.238847 1.284214 4083.037493 8.995253 974.031324 414.603955
min 1.000000 1.000000 1.000000 1.000000 1.000000 -1.000000 1.000000 1.000000
25% 1.000000 1.000000 1.000000 1.000000 1.000000 2.000000 1.000000 1.000000
50% 1.000000 1.000000 1.000000 2.000000 9454.000000 16.000000 1926.000000 474.000000
75% 2.000000 1.000000 1.000000 3.000000 9456.000000 23.000000 1949.000000 725.000000
max 523.000000 23.000000 8.000000 21.000000 9456.000000 31.000000 2017.000000 2300.000000
In [145]:
df_azdias[columns_to_fill].describe()
Out[145]:
ANZ_HAUSHALTE_AKTIV ANZ_HH_TITEL ANZ_KINDER ANZ_PERSONEN EINGEFUEGT_AM EINGEZOGENAM_HH_JAHR GEBURTSJAHR KBA13_ANZAHL_PKW
count 891221.000000 891221.000000 891221.000000 891221.000000 891221.000000 891221.000000 891221.000000 891221.000000
mean 7.868177 3.928644 3.753175 2.068101 7856.726267 12.507298 1102.939344 546.609620
std 14.835457 0.480085 0.783874 1.272445 3052.690829 7.224532 974.598089 376.241229
min 1.000000 1.000000 1.000000 1.000000 4.000000 -1.000000 4.000000 1.000000
25% 2.000000 4.000000 4.000000 1.000000 8111.000000 5.000000 4.000000 308.000000
50% 4.000000 4.000000 4.000000 2.000000 9454.000000 13.000000 1943.000000 503.000000
75% 9.000000 4.000000 4.000000 3.000000 9456.000000 19.000000 1970.000000 738.000000
max 595.000000 23.000000 11.000000 45.000000 9694.000000 117.000000 2017.000000 2300.000000

Re-Encoding

Our approach will be the following...

Categorical...
    Ordinal Categoricals: Convert to numeric ordinals if necessary and keep the same for simplicity
    Multi-Level Categoricals: One-Hot encode these values
    Binary Categoricals: Convert to numeric binaries ([0,1])
In [166]:
features['type'].value_counts()
Out[166]:
ordinal        226
categorical     40
numeric          8
mixed            5
Name: type, dtype: int64
In [ ]:
 
In [167]:
df_cate = {}
dtypes = ['ordinal','categorical', 'mixed']
for d in dtypes:
    df_cate[d]=features[features['type']==d]['attribute']
Ordinal
In [168]:
def check_unique_vals(df):
    for col in df.columns:
        values = list(df[col].unique())
        print(f'{col}: {values}')
In [173]:
df_cate['ordinal'].shape
Out[173]:
(226,)
In [174]:
df_azdias[df_cate['ordinal']].head()
Out[174]:
ARBEIT BALLRAUM D19_KONSUMTYP_MAX EWDICHTE FINANZ_ANLEGER FINANZ_HAUSBAUER FINANZ_MINIMALIST FINANZ_SPARER FINANZ_UNAUFFAELLIGER FINANZ_VORSORGER ... SEMIO_MAT SEMIO_PFLICHT SEMIO_RAT SEMIO_REL SEMIO_SOZ SEMIO_TRADV SEMIO_VERT W_KEIT_KIND_HH WOHNDAUER_2008 ALTERSKATEGORIE_GROB
0 4.0 6.0 9.0 6.0 5.0 3.0 3.0 4.0 5.0 3.0 ... 5.0 5.0 4.0 7.0 2.0 3.0 1.0 6.0 9.0 2
1 3.0 6.0 9.0 3.0 5.0 5.0 1.0 5.0 4.0 2.0 ... 3.0 7.0 6.0 4.0 5.0 6.0 1.0 3.0 9.0 1
2 3.0 2.0 8.0 4.0 2.0 5.0 1.0 4.0 3.0 1.0 ... 3.0 3.0 4.0 3.0 4.0 3.0 4.0 3.0 9.0 3
3 2.0 4.0 8.0 2.0 2.0 2.0 4.0 2.0 1.0 5.0 ... 1.0 4.0 3.0 2.0 5.0 4.0 4.0 6.0 9.0 4
4 4.0 2.0 1.0 5.0 1.0 2.0 4.0 3.0 3.0 4.0 ... 2.0 4.0 2.0 4.0 6.0 2.0 7.0 2.0 9.0 3

5 rows × 226 columns

In [181]:
check_unique_vals(df_azdias[df_cate['ordinal']])
ARBEIT: [4.0, 3.0, 2.0, 1.0, 5.0, 9.0]
BALLRAUM: [6.0, 2.0, 4.0, 3.0, 7.0, 1.0, 5.0]
D19_KONSUMTYP_MAX: [9.0, 8.0, 1.0, 2.0, 3.0, 4.0]
EWDICHTE: [6.0, 3.0, 4.0, 2.0, 5.0, 1.0]
FINANZ_ANLEGER: [5.0, 2.0, 1.0, 4.0, 3.0]
FINANZ_HAUSBAUER: [3.0, 5.0, 2.0, 4.0, 1.0]
FINANZ_MINIMALIST: [3.0, 1.0, 4.0, 2.0, 5.0]
FINANZ_SPARER: [4.0, 5.0, 2.0, 3.0, 1.0]
FINANZ_UNAUFFAELLIGER: [5.0, 4.0, 3.0, 1.0, 2.0]
FINANZ_VORSORGER: [3.0, 2.0, 1.0, 5.0, 4.0]
GEBAEUDETYP_RASTER: [4.0, 3.0, 5.0, 1.0, 2.0]
HEALTH_TYP: [3.0, 2.0, 1.0]
HH_EINKOMMEN_SCORE: [2.0, 6.0, 4.0, 1.0, 5.0, 3.0]
INNENSTADT: [5.0, 8.0, 4.0, 6.0, 1.0, 7.0, 3.0, 2.0]
KBA05_ALTER1: [2.0, 3.0, 0.0, 1.0, 4.0]
KBA05_ALTER2: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA05_ALTER3: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA05_ALTER4: [3.0, 4.0, 0.0, 5.0, 2.0, 1.0]
KBA05_ANHANG: [1.0, 0.0, 2.0, 3.0]
KBA05_ANTG1: [0.0, 1.0, 4.0, 2.0, 3.0]
KBA05_ANTG2: [0.0, 3.0, 1.0, 4.0, 2.0]
KBA05_ANTG3: [0.0, 1.0, 2.0, 3.0]
KBA05_ANTG4: [0.0, 2.0, 1.0]
KBA05_AUTOQUOT: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA05_CCM1: [3.0, 1.0, 5.0, 2.0, 4.0]
KBA05_CCM2: [3.0, 5.0, 2.0, 1.0, 4.0]
KBA05_CCM3: [3.0, 1.0, 5.0, 4.0, 2.0]
KBA05_CCM4: [0.0, 4.0, 1.0, 2.0, 3.0]
KBA05_DIESEL: [2.0, 0.0, 3.0, 1.0, 4.0]
KBA05_FRAU: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA05_GBZ: [3.0, 1.0, 4.0, 5.0, 2.0]
KBA05_HERST1: [2.0, 5.0, 4.0, 3.0, 0.0, 1.0]
KBA05_HERST2: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA05_HERST3: [3.0, 2.0, 4.0, 1.0, 0.0, 5.0]
KBA05_HERST4: [3.0, 2.0, 1.0, 4.0, 0.0, 5.0]
KBA05_HERST5: [3.0, 0.0, 5.0, 4.0, 2.0, 1.0]
KBA05_HERSTTEMP: [3.0, 4.0, 1.0, 2.0, 5.0]
KBA05_KRSAQUOT: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA05_KRSHERST1: [3.0, 5.0, 4.0, 2.0, 1.0]
KBA05_KRSHERST2: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA05_KRSHERST3: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA05_KRSKLEIN: [2.0, 1.0, 3.0]
KBA05_KRSOBER: [2.0, 1.0, 3.0]
KBA05_KRSVAN: [2.0, 1.0, 3.0]
KBA05_KRSZUL: [2.0, 3.0, 1.0]
KBA05_KW1: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA05_KW2: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA05_KW3: [1.0, 4.0, 2.0, 3.0, 0.0]
KBA05_MAXAH: [3.0, 2.0, 5.0, 1.0, 4.0]
KBA05_MAXBJ: [1.0, 4.0, 2.0, 3.0]
KBA05_MAXHERST: [2.0, 5.0, 3.0, 1.0, 4.0]
KBA05_MAXSEG: [2.0, 4.0, 1.0, 3.0]
KBA05_MAXVORB: [2.0, 3.0, 1.0]
KBA05_MOD1: [0.0, 3.0, 2.0, 1.0, 4.0]
KBA05_MOD2: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA05_MOD3: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA05_MOD4: [3.0, 0.0, 1.0, 2.0, 4.0, 5.0]
KBA05_MOD8: [0.0, 1.0, 2.0, 3.0]
KBA05_MODTEMP: [3.0, 1.0, 4.0, 5.0, 2.0, 6.0]
KBA05_MOTOR: [3.0, 1.0, 4.0, 2.0]
KBA05_MOTRAD: [1.0, 0.0, 3.0, 2.0]
KBA05_SEG1: [1.0, 0.0, 2.0, 3.0]
KBA05_SEG10: [2.0, 4.0, 1.0, 3.0, 0.0]
KBA05_SEG2: [3.0, 1.0, 5.0, 2.0, 4.0]
KBA05_SEG3: [3.0, 2.0, 5.0, 1.0, 4.0]
KBA05_SEG4: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA05_SEG5: [1.0, 2.0, 0.0, 3.0, 4.0]
KBA05_SEG6: [0.0, 1.0]
KBA05_SEG7: [0.0, 3.0, 1.0, 2.0]
KBA05_SEG8: [0.0, 3.0, 1.0, 2.0]
KBA05_SEG9: [0.0, 1.0, 2.0, 3.0]
KBA05_VORB0: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA05_VORB1: [3.0, 1.0, 2.0, 5.0, 4.0]
KBA05_VORB2: [3.0, 5.0, 1.0, 4.0, 2.0, 0.0]
KBA05_ZUL1: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA05_ZUL2: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA05_ZUL3: [3.0, 0.0, 4.0, 2.0, 1.0, 5.0]
KBA05_ZUL4: [2.0, 4.0, 3.0, 5.0, 1.0, 0.0]
KBA13_ALTERHALTER_30: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_ALTERHALTER_45: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_ALTERHALTER_60: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA13_ALTERHALTER_61: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_ANTG1: [2.0, 1.0, 4.0, 3.0, 0.0]
KBA13_ANTG2: [3.0, 4.0, 2.0, 1.0, 0.0]
KBA13_ANTG3: [2.0, 1.0, 0.0, 3.0]
KBA13_ANTG4: [0.0, 1.0, 2.0]
KBA13_AUDI: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_AUTOQUOTE: [3.0, 2.0, 4.0, 5.0, 1.0, 0.0]
KBA13_BAUMAX: [1.0, 2.0, 4.0, 5.0, 3.0]
KBA13_BJ_1999: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_BJ_2000: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_BJ_2004: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_BJ_2006: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA13_BJ_2008: [3.0, 4.0, 0.0, 2.0, 5.0, 1.0]
KBA13_BJ_2009: [3.0, 2.0, 1.0, 5.0, 0.0, 4.0]
KBA13_BMW: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_CCM_0_1400: [3.0, 2.0, 1.0, 5.0, 0.0, 4.0]
KBA13_CCM_1000: [3.0, 0.0, 1.0, 4.0, 5.0, 2.0]
KBA13_CCM_1200: [3.0, 0.0, 2.0, 1.0, 4.0, 5.0]
KBA13_CCM_1400: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_CCM_1401_2500: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_CCM_1500: [1.0, 4.0, 3.0, 5.0, 2.0]
KBA13_CCM_1600: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_CCM_1800: [3.0, 2.0, 4.0, 5.0, 1.0, 0.0]
KBA13_CCM_2000: [3.0, 5.0, 4.0, 2.0, 1.0]
KBA13_CCM_2500: [3.0, 4.0, 0.0, 5.0, 2.0, 1.0]
KBA13_CCM_2501: [3.0, 4.0, 5.0, 0.0, 2.0, 1.0]
KBA13_CCM_3000: [3.0, 0.0, 5.0, 2.0, 1.0, 4.0]
KBA13_CCM_3001: [1.0, 5.0, 4.0, 3.0, 2.0]
KBA13_FAB_ASIEN: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_FAB_SONSTIGE: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_FIAT: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_FORD: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_GBZ: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_HALTER_20: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA13_HALTER_25: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_HALTER_30: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_HALTER_35: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_HALTER_40: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_HALTER_45: [3.0, 2.0, 5.0, 1.0, 4.0]
KBA13_HALTER_50: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_HALTER_55: [3.0, 5.0, 4.0, 2.0, 1.0]
KBA13_HALTER_60: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_HALTER_65: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_HALTER_66: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_HERST_ASIEN: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA13_HERST_AUDI_VW: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_HERST_BMW_BENZ: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_HERST_EUROPA: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_HERST_FORD_OPEL: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_HERST_SONST: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_HHZ: [3.0, 5.0, 4.0, 2.0, 1.0]
KBA13_KMH_0_140: [3.0, 1.0, 5.0, 0.0, 4.0, 2.0]
KBA13_KMH_110: [1.0, 2.0, 3.0]
KBA13_KMH_140: [1.0, 3.0, 5.0, 2.0, 4.0]
KBA13_KMH_140_210: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_KMH_180: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_KMH_210: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_KMH_211: [3.0, 4.0, 5.0, 2.0, 1.0, 0.0]
KBA13_KMH_250: [3.0, 4.0, 5.0, 2.0, 1.0, 0.0]
KBA13_KMH_251: [1.0, 3.0, 2.0]
KBA13_KRSAQUOT: [3.0, 2.0, 4.0, 1.0, 5.0, 0.0]
KBA13_KRSHERST_AUDI_VW: [3.0, 4.0, 2.0, 1.0, 5.0, 0.0]
KBA13_KRSHERST_BMW_BENZ: [3.0, 4.0, 5.0, 2.0, 1.0, 0.0]
KBA13_KRSHERST_FORD_OPEL: [3.0, 2.0, 4.0, 1.0, 5.0, 0.0]
KBA13_KRSSEG_KLEIN: [2.0, 3.0, 1.0, 0.0]
KBA13_KRSSEG_OBER: [2.0, 3.0, 1.0, 0.0]
KBA13_KRSSEG_VAN: [2.0, 1.0, 3.0, 0.0]
KBA13_KRSZUL_NEU: [2.0, 1.0, 3.0, 0.0]
KBA13_KW_0_60: [3.0, 1.0, 2.0, 4.0, 5.0]
KBA13_KW_110: [3.0, 4.0, 1.0, 5.0, 0.0, 2.0]
KBA13_KW_120: [3.0, 4.0, 1.0, 5.0, 0.0, 2.0]
KBA13_KW_121: [3.0, 4.0, 5.0, 2.0, 0.0, 1.0]
KBA13_KW_30: [1.0, 2.0, 3.0]
KBA13_KW_40: [3.0, 2.0, 1.0, 4.0, 5.0, 0.0]
KBA13_KW_50: [3.0, 4.0, 2.0, 0.0, 1.0, 5.0]
KBA13_KW_60: [3.0, 0.0, 1.0, 2.0, 4.0, 5.0]
KBA13_KW_61_120: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA13_KW_70: [3.0, 1.0, 4.0, 2.0, 0.0, 5.0]
KBA13_KW_80: [3.0, 2.0, 4.0, 1.0, 0.0, 5.0]
KBA13_KW_90: [3.0, 2.0, 0.0, 4.0, 1.0, 5.0]
KBA13_MAZDA: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA13_MERCEDES: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_MOTOR: [3.0, 4.0, 2.0, 1.0]
KBA13_NISSAN: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_OPEL: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_PEUGEOT: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_RENAULT: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA13_SEG_GELAENDEWAGEN: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_SEG_GROSSRAUMVANS: [3.0, 4.0, 1.0, 5.0, 2.0]
KBA13_SEG_KLEINST: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_SEG_KLEINWAGEN: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_SEG_KOMPAKTKLASSE: [3.0, 5.0, 1.0, 4.0, 2.0]
KBA13_SEG_MINIVANS: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_SEG_MINIWAGEN: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_SEG_MITTELKLASSE: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA13_SEG_OBEREMITTELKLASSE: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_SEG_OBERKLASSE: [3.0, 1.0, 4.0, 5.0, 0.0, 2.0]
KBA13_SEG_SONSTIGE: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_SEG_SPORTWAGEN: [3.0, 4.0, 5.0, 1.0, 2.0, 0.0]
KBA13_SEG_UTILITIES: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA13_SEG_VAN: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_SEG_WOHNMOBILE: [3.0, 2.0, 5.0, 4.0, 0.0, 1.0]
KBA13_SITZE_4: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_SITZE_5: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_SITZE_6: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_TOYOTA: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA13_VORB_0: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_VORB_1: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_VORB_1_2: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_VORB_2: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_VORB_3: [3.0, 2.0, 4.0, 0.0, 1.0, 5.0]
KBA13_VW: [3.0, 4.0, 2.0, 5.0, 1.0]
KONSUMNAEHE: [1.0, 5.0, 4.0, 3.0, 2.0, 6.0, 7.0]
MOBI_REGIO: [1.0, 3.0, 4.0, 5.0, 2.0, 6.0]
ONLINE_AFFINITAET: [1.0, 3.0, 2.0, 5.0, 4.0, 0.0]
ORTSGR_KLS9: [5.0, 3.0, 6.0, 4.0, 8.0, 2.0, 7.0, 9.0, 1.0, 0.0]
PLZ8_ANTG1: [2.0, 3.0, 1.0, 4.0, 0.0]
PLZ8_ANTG2: [3.0, 2.0, 4.0, 1.0, 0.0]
PLZ8_ANTG3: [2.0, 1.0, 3.0, 0.0]
PLZ8_ANTG4: [0.0, 1.0, 2.0]
PLZ8_GBZ: [3.0, 4.0, 5.0, 2.0, 1.0]
PLZ8_HHZ: [3.0, 5.0, 4.0, 2.0, 1.0]
REGIOTYP: [6.0, 3.0, 2.0, 0.0, 5.0, 1.0, 7.0, 4.0]
RELAT_AB: [3.0, 4.0, 2.0, 5.0, 1.0, 9.0]
RETOURTYP_BK_S: [5.0, 1.0, 3.0, 2.0, 4.0]
RT_KEIN_ANREIZ: [1.0, 5.0, 3.0, 4.0, 2.0]
RT_SCHNAEPPCHEN: [4.0, 3.0, 2.0, 5.0, 1.0]
RT_UEBERGROESSE: [1.0, 5.0, 3.0, 4.0, 2.0]
SEMIO_DOM: [6.0, 7.0, 4.0, 2.0, 1.0, 5.0, 3.0]
SEMIO_ERL: [3.0, 2.0, 6.0, 7.0, 4.0, 5.0, 1.0]
SEMIO_FAM: [6.0, 4.0, 1.0, 5.0, 7.0, 2.0, 3.0]
SEMIO_KAEM: [6.0, 4.0, 7.0, 5.0, 2.0, 3.0, 1.0]
SEMIO_KRIT: [7.0, 4.0, 3.0, 1.0, 5.0, 6.0, 2.0]
SEMIO_KULT: [3.0, 4.0, 6.0, 5.0, 7.0, 1.0, 2.0]
SEMIO_LUST: [5.0, 2.0, 4.0, 6.0, 7.0, 3.0, 1.0]
SEMIO_MAT: [5.0, 3.0, 1.0, 2.0, 4.0, 7.0, 6.0]
SEMIO_PFLICHT: [5.0, 7.0, 3.0, 4.0, 1.0, 6.0, 2.0]
SEMIO_RAT: [4.0, 6.0, 3.0, 2.0, 7.0, 5.0, 1.0]
SEMIO_REL: [7.0, 4.0, 3.0, 2.0, 5.0, 1.0, 6.0]
SEMIO_SOZ: [2.0, 5.0, 4.0, 6.0, 7.0, 3.0, 1.0]
SEMIO_TRADV: [3.0, 6.0, 4.0, 2.0, 7.0, 5.0, 1.0]
SEMIO_VERT: [1.0, 4.0, 7.0, 2.0, 6.0, 5.0, 3.0]
W_KEIT_KIND_HH: [6.0, 3.0, 2.0, 5.0, 4.0, 1.0]
WOHNDAUER_2008: [9.0, 8.0, 3.0, 4.0, 5.0, 6.0, 2.0, 7.0, 1.0]
ALTERSKATEGORIE_GROB: [2, 1, 3, 4, 9]
In [182]:
check_unique_vals(df_customers[df_cate['ordinal']])
ARBEIT: [1.0, 3.0, 2.0, 4.0, 5.0, 9.0]
BALLRAUM: [3.0, 6.0, 7.0, 5.0, 2.0, 1.0, 4.0]
D19_KONSUMTYP_MAX: [2.0, 3.0, 4.0, 1.0, 8.0, 9.0]
EWDICHTE: [2.0, 5.0, 4.0, 1.0, 3.0, 6.0]
FINANZ_ANLEGER: [1.0, 2.0, 4.0, 3.0, 5.0]
FINANZ_HAUSBAUER: [2.0, 4.0, 3.0, 5.0, 1.0]
FINANZ_MINIMALIST: [5.0, 3.0, 2.0, 4.0, 1.0]
FINANZ_SPARER: [1.0, 2.0, 3.0, 4.0, 5.0]
FINANZ_UNAUFFAELLIGER: [2.0, 3.0, 4.0, 1.0, 5.0]
FINANZ_VORSORGER: [5.0, 4.0, 1.0, 2.0, 3.0]
GEBAEUDETYP_RASTER: [4.0, 3.0, 2.0, 5.0, 1.0]
HEALTH_TYP: [1.0, 2.0, 3.0]
HH_EINKOMMEN_SCORE: [1.0, 2.0, 4.0, 6.0, 3.0, 5.0]
INNENSTADT: [4.0, 5.0, 1.0, 7.0, 8.0, 6.0, 2.0, 3.0]
KBA05_ALTER1: [2.0, 1.0, 0.0, 3.0, 4.0]
KBA05_ALTER2: [2.0, 3.0, 4.0, 1.0, 5.0]
KBA05_ALTER3: [4.0, 3.0, 2.0, 1.0, 5.0]
KBA05_ALTER4: [4.0, 3.0, 1.0, 5.0, 2.0, 0.0]
KBA05_ANHANG: [1.0, 3.0, 0.0, 2.0]
KBA05_ANTG1: [2.0, 3.0, 0.0, 4.0, 1.0]
KBA05_ANTG2: [2.0, 0.0, 3.0, 1.0, 4.0]
KBA05_ANTG3: [0.0, 2.0, 1.0, 3.0]
KBA05_ANTG4: [0.0, 2.0, 1.0]
KBA05_AUTOQUOT: [5.0, 4.0, 3.0, 1.0, 2.0]
KBA05_CCM1: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA05_CCM2: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA05_CCM3: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA05_CCM4: [1.0, 2.0, 0.0, 4.0, 3.0]
KBA05_DIESEL: [1.0, 2.0, 4.0, 3.0, 0.0]
KBA05_FRAU: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA05_GBZ: [4.0, 3.0, 1.0, 5.0, 2.0]
KBA05_HERST1: [4.0, 2.0, 3.0, 1.0, 5.0, 0.0]
KBA05_HERST2: [3.0, 4.0, 1.0, 2.0, 5.0]
KBA05_HERST3: [3.0, 1.0, 2.0, 0.0, 4.0, 5.0]
KBA05_HERST4: [2.0, 3.0, 5.0, 1.0, 4.0, 0.0]
KBA05_HERST5: [2.0, 3.0, 1.0, 0.0, 4.0, 5.0]
KBA05_HERSTTEMP: [2.0, 3.0, 1.0, 4.0, 5.0]
KBA05_KRSAQUOT: [4.0, 3.0, 2.0, 1.0, 5.0]
KBA05_KRSHERST1: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA05_KRSHERST2: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA05_KRSHERST3: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA05_KRSKLEIN: [2.0, 1.0, 3.0]
KBA05_KRSOBER: [3.0, 2.0, 1.0]
KBA05_KRSVAN: [3.0, 2.0, 1.0]
KBA05_KRSZUL: [2.0, 3.0, 1.0]
KBA05_KW1: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA05_KW2: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA05_KW3: [3.0, 1.0, 0.0, 4.0, 2.0]
KBA05_MAXAH: [5.0, 3.0, 4.0, 2.0, 1.0]
KBA05_MAXBJ: [2.0, 4.0, 1.0, 3.0]
KBA05_MAXHERST: [2.0, 4.0, 3.0, 1.0, 5.0]
KBA05_MAXSEG: [3.0, 2.0, 1.0, 4.0]
KBA05_MAXVORB: [2.0, 1.0, 3.0]
KBA05_MOD1: [2.0, 0.0, 1.0, 4.0, 3.0]
KBA05_MOD2: [4.0, 3.0, 5.0, 2.0, 1.0]
KBA05_MOD3: [3.0, 4.0, 5.0, 1.0, 2.0]
KBA05_MOD4: [4.0, 3.0, 0.0, 1.0, 2.0, 5.0]
KBA05_MOD8: [2.0, 1.0, 0.0, 3.0]
KBA05_MODTEMP: [2.0, 3.0, 4.0, 1.0, 5.0, 6.0]
KBA05_MOTOR: [4.0, 3.0, 2.0, 1.0]
KBA05_MOTRAD: [1.0, 0.0, 2.0, 3.0]
KBA05_SEG1: [1.0, 3.0, 0.0, 2.0]
KBA05_SEG10: [2.0, 4.0, 1.0, 3.0, 0.0]
KBA05_SEG2: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA05_SEG3: [2.0, 3.0, 4.0, 5.0, 1.0]
KBA05_SEG4: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA05_SEG5: [3.0, 1.0, 0.0, 4.0, 2.0]
KBA05_SEG6: [1.0, 0.0]
KBA05_SEG7: [0.0, 3.0, 1.0, 2.0]
KBA05_SEG8: [1.0, 0.0, 2.0, 3.0]
KBA05_SEG9: [2.0, 1.0, 0.0, 3.0]
KBA05_VORB0: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA05_VORB1: [3.0, 4.0, 1.0, 2.0, 5.0]
KBA05_VORB2: [2.0, 3.0, 1.0, 0.0, 4.0, 5.0]
KBA05_ZUL1: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA05_ZUL2: [4.0, 3.0, 5.0, 2.0, 1.0]
KBA05_ZUL3: [2.0, 3.0, 4.0, 5.0, 0.0, 1.0]
KBA05_ZUL4: [3.0, 2.0, 4.0, 1.0, 0.0, 5.0]
KBA13_ALTERHALTER_30: [1.0, 3.0, 2.0, 4.0, 5.0]
KBA13_ALTERHALTER_45: [2.0, 3.0, 4.0, 5.0, 1.0]
KBA13_ALTERHALTER_60: [5.0, 3.0, 2.0, 1.0, 4.0]
KBA13_ALTERHALTER_61: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_ANTG1: [3.0, 2.0, 1.0, 4.0, 0.0]
KBA13_ANTG2: [3.0, 4.0, 2.0, 1.0, 0.0]
KBA13_ANTG3: [1.0, 3.0, 0.0, 2.0]
KBA13_ANTG4: [0.0, 1.0, 2.0]
KBA13_AUDI: [4.0, 3.0, 2.0, 1.0, 5.0]
KBA13_AUTOQUOTE: [4.0, 3.0, 2.0, 1.0, 5.0]
KBA13_BAUMAX: [1.0, 3.0, 2.0, 5.0, 4.0]
KBA13_BJ_1999: [3.0, 4.0, 1.0, 2.0, 5.0]
KBA13_BJ_2000: [2.0, 3.0, 1.0, 4.0, 5.0]
KBA13_BJ_2004: [3.0, 1.0, 2.0, 4.0, 5.0]
KBA13_BJ_2006: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_BJ_2008: [4.0, 3.0, 0.0, 5.0, 2.0, 1.0]
KBA13_BJ_2009: [3.0, 5.0, 2.0, 1.0, 4.0, 0.0]
KBA13_BMW: [5.0, 3.0, 4.0, 2.0, 1.0]
KBA13_CCM_0_1400: [2.0, 3.0, 4.0, 0.0, 5.0, 1.0]
KBA13_CCM_1000: [3.0, 5.0, 2.0, 0.0, 1.0, 4.0]
KBA13_CCM_1200: [2.0, 3.0, 0.0, 4.0, 5.0, 1.0]
KBA13_CCM_1400: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_CCM_1401_2500: [4.0, 3.0, 1.0, 2.0, 5.0]
KBA13_CCM_1500: [4.0, 1.0, 3.0, 2.0, 5.0]
KBA13_CCM_1600: [2.0, 3.0, 4.0, 5.0, 1.0]
KBA13_CCM_1800: [3.0, 2.0, 0.0, 1.0, 4.0, 5.0]
KBA13_CCM_2000: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA13_CCM_2500: [4.0, 3.0, 2.0, 0.0, 5.0, 1.0]
KBA13_CCM_2501: [0.0, 3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_CCM_3000: [3.0, 5.0, 4.0, 2.0, 0.0, 1.0]
KBA13_CCM_3001: [3.0, 1.0, 4.0, 5.0, 2.0]
KBA13_FAB_ASIEN: [2.0, 3.0, 4.0, 1.0, 5.0]
KBA13_FAB_SONSTIGE: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_FIAT: [3.0, 1.0, 2.0, 4.0, 5.0]
KBA13_FORD: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_GBZ: [5.0, 3.0, 2.0, 4.0, 1.0]
KBA13_HALTER_20: [1.0, 3.0, 4.0, 2.0, 5.0]
KBA13_HALTER_25: [1.0, 3.0, 4.0, 2.0, 5.0]
KBA13_HALTER_30: [1.0, 3.0, 4.0, 2.0, 5.0]
KBA13_HALTER_35: [3.0, 4.0, 2.0, 5.0, 1.0]
KBA13_HALTER_40: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_HALTER_45: [2.0, 3.0, 4.0, 5.0, 1.0]
KBA13_HALTER_50: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA13_HALTER_55: [5.0, 3.0, 2.0, 4.0, 1.0]
KBA13_HALTER_60: [5.0, 3.0, 2.0, 1.0, 4.0]
KBA13_HALTER_65: [4.0, 3.0, 1.0, 2.0, 5.0]
KBA13_HALTER_66: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_HERST_ASIEN: [2.0, 3.0, 4.0, 1.0, 5.0]
KBA13_HERST_AUDI_VW: [4.0, 3.0, 1.0, 2.0, 5.0]
KBA13_HERST_BMW_BENZ: [4.0, 3.0, 5.0, 2.0, 1.0]
KBA13_HERST_EUROPA: [2.0, 3.0, 4.0, 5.0, 1.0]
KBA13_HERST_FORD_OPEL: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_HERST_SONST: [3.0, 2.0, 5.0, 4.0, 1.0]
KBA13_HHZ: [5.0, 3.0, 4.0, 2.0, 1.0]
KBA13_KMH_0_140: [3.0, 4.0, 1.0, 0.0, 2.0, 5.0]
KBA13_KMH_110: [2.0, 1.0, 3.0]
KBA13_KMH_140: [4.0, 1.0, 5.0, 3.0, 2.0]
KBA13_KMH_140_210: [3.0, 2.0, 1.0, 4.0, 5.0]
KBA13_KMH_180: [2.0, 3.0, 4.0, 1.0, 5.0]
KBA13_KMH_210: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA13_KMH_211: [3.0, 5.0, 4.0, 2.0, 0.0, 1.0]
KBA13_KMH_250: [3.0, 5.0, 4.0, 2.0, 0.0, 1.0]
KBA13_KMH_251: [1.0, 3.0, 2.0]
KBA13_KRSAQUOT: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_KRSHERST_AUDI_VW: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA13_KRSHERST_BMW_BENZ: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA13_KRSHERST_FORD_OPEL: [3.0, 1.0, 2.0, 4.0, 5.0]
KBA13_KRSSEG_KLEIN: [2.0, 1.0, 3.0]
KBA13_KRSSEG_OBER: [2.0, 1.0, 3.0, 0.0]
KBA13_KRSSEG_VAN: [2.0, 1.0, 3.0, 0.0]
KBA13_KRSZUL_NEU: [3.0, 2.0, 1.0, 0.0]
KBA13_KW_0_60: [3.0, 4.0, 2.0, 1.0, 5.0]
KBA13_KW_110: [4.0, 3.0, 2.0, 0.0, 1.0, 5.0]
KBA13_KW_120: [3.0, 1.0, 5.0, 4.0, 0.0, 2.0]
KBA13_KW_121: [3.0, 4.0, 5.0, 0.0, 1.0, 2.0]
KBA13_KW_30: [2.0, 1.0, 3.0]
KBA13_KW_40: [3.0, 2.0, 1.0, 0.0, 4.0, 5.0]
KBA13_KW_50: [2.0, 3.0, 4.0, 0.0, 5.0, 1.0]
KBA13_KW_60: [3.0, 4.0, 2.0, 0.0, 1.0, 5.0]
KBA13_KW_61_120: [3.0, 1.0, 4.0, 5.0, 2.0]
KBA13_KW_70: [3.0, 2.0, 0.0, 4.0, 5.0, 1.0]
KBA13_KW_80: [2.0, 3.0, 1.0, 5.0, 0.0, 4.0]
KBA13_KW_90: [3.0, 0.0, 2.0, 4.0, 5.0, 1.0]
KBA13_MAZDA: [3.0, 5.0, 2.0, 4.0, 1.0]
KBA13_MERCEDES: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_MOTOR: [4.0, 3.0, 1.0, 2.0]
KBA13_NISSAN: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_OPEL: [3.0, 1.0, 4.0, 2.0, 5.0]
KBA13_PEUGEOT: [2.0, 3.0, 5.0, 4.0, 1.0]
KBA13_RENAULT: [2.0, 3.0, 4.0, 1.0, 5.0]
KBA13_SEG_GELAENDEWAGEN: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_SEG_GROSSRAUMVANS: [5.0, 3.0, 4.0, 2.0, 1.0]
KBA13_SEG_KLEINST: [2.0, 3.0, 4.0, 1.0, 5.0]
KBA13_SEG_KLEINWAGEN: [2.0, 3.0, 5.0, 1.0, 4.0]
KBA13_SEG_KOMPAKTKLASSE: [3.0, 1.0, 2.0, 5.0, 4.0]
KBA13_SEG_MINIVANS: [3.0, 2.0, 4.0, 5.0, 1.0]
KBA13_SEG_MINIWAGEN: [1.0, 3.0, 5.0, 2.0, 4.0]
KBA13_SEG_MITTELKLASSE: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_SEG_OBEREMITTELKLASSE: [4.0, 3.0, 2.0, 5.0, 1.0]
KBA13_SEG_OBERKLASSE: [3.0, 1.0, 0.0, 5.0, 4.0, 2.0]
KBA13_SEG_SONSTIGE: [4.0, 3.0, 5.0, 2.0, 1.0]
KBA13_SEG_SPORTWAGEN: [4.0, 3.0, 5.0, 1.0, 0.0, 2.0]
KBA13_SEG_UTILITIES: [4.0, 3.0, 5.0, 2.0, 1.0]
KBA13_SEG_VAN: [4.0, 3.0, 2.0, 1.0, 5.0]
KBA13_SEG_WOHNMOBILE: [4.0, 3.0, 5.0, 2.0, 0.0, 1.0]
KBA13_SITZE_4: [3.0, 4.0, 5.0, 2.0, 1.0]
KBA13_SITZE_5: [1.0, 3.0, 2.0, 4.0, 5.0]
KBA13_SITZE_6: [5.0, 3.0, 4.0, 2.0, 1.0]
KBA13_TOYOTA: [2.0, 3.0, 5.0, 4.0, 1.0]
KBA13_VORB_0: [4.0, 3.0, 5.0, 2.0, 1.0]
KBA13_VORB_1: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_VORB_1_2: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_VORB_2: [3.0, 2.0, 4.0, 1.0, 5.0]
KBA13_VORB_3: [1.0, 3.0, 4.0, 0.0, 2.0, 5.0]
KBA13_VW: [4.0, 3.0, 1.0, 2.0, 5.0]
KONSUMNAEHE: [5.0, 1.0, 2.0, 4.0, 3.0, 6.0, 7.0]
MOBI_REGIO: [4.0, 5.0, 3.0, 1.0, 2.0, 6.0]
ONLINE_AFFINITAET: [3.0, 2.0, 1.0, 5.0, 4.0, 0.0]
ORTSGR_KLS9: [2.0, 5.0, 3.0, 7.0, 4.0, 8.0, 6.0, 1.0, 9.0]
PLZ8_ANTG1: [3.0, 2.0, 1.0, 4.0, 0.0]
PLZ8_ANTG2: [3.0, 2.0, 4.0, 1.0, 0.0]
PLZ8_ANTG3: [1.0, 3.0, 2.0, 0.0]
PLZ8_ANTG4: [0.0, 1.0, 2.0]
PLZ8_GBZ: [5.0, 3.0, 2.0, 4.0, 1.0]
PLZ8_HHZ: [5.0, 3.0, 4.0, 2.0, 1.0]
REGIOTYP: [1.0, 6.0, 7.0, 3.0, 4.0, 2.0, 5.0, 0.0]
RELAT_AB: [1.0, 3.0, 5.0, 2.0, 4.0, 9.0]
RETOURTYP_BK_S: [5.0, 3.0, 2.0, 4.0, 1.0]
RT_KEIN_ANREIZ: [1.0, 4.0, 3.0, 2.0, 5.0]
RT_SCHNAEPPCHEN: [5.0, 3.0, 2.0, 1.0, 4.0]
RT_UEBERGROESSE: [3.0, 2.0, 1.0, 5.0, 4.0]
SEMIO_DOM: [1.0, 3.0, 5.0, 6.0, 2.0, 4.0, 7.0]
SEMIO_ERL: [3.0, 7.0, 4.0, 6.0, 2.0, 5.0, 1.0]
SEMIO_FAM: [5.0, 6.0, 2.0, 4.0, 3.0, 1.0, 7.0]
SEMIO_KAEM: [1.0, 2.0, 6.0, 3.0, 7.0, 4.0, 5.0]
SEMIO_KRIT: [3.0, 7.0, 5.0, 1.0, 6.0, 2.0, 4.0]
SEMIO_KULT: [4.0, 1.0, 5.0, 6.0, 7.0, 2.0, 3.0]
SEMIO_LUST: [7.0, 5.0, 6.0, 4.0, 2.0, 1.0, 3.0]
SEMIO_MAT: [6.0, 3.0, 4.0, 1.0, 2.0, 5.0, 7.0]
SEMIO_PFLICHT: [2.0, 4.0, 3.0, 5.0, 1.0, 7.0, 6.0]
SEMIO_RAT: [1.0, 2.0, 3.0, 5.0, 4.0, 6.0, 7.0]
SEMIO_REL: [2.0, 1.0, 3.0, 4.0, 5.0, 6.0, 7.0]
SEMIO_SOZ: [6.0, 3.0, 2.0, 4.0, 5.0, 7.0, 1.0]
SEMIO_TRADV: [1.0, 4.0, 3.0, 2.0, 5.0, 6.0, 7.0]
SEMIO_VERT: [6.0, 7.0, 3.0, 5.0, 2.0, 4.0, 1.0]
W_KEIT_KIND_HH: [6.0, 2.0, 4.0, 1.0, 5.0, 3.0]
WOHNDAUER_2008: [9.0, 3.0, 7.0, 8.0, 5.0, 6.0, 4.0, 2.0, 1.0]
ALTERSKATEGORIE_GROB: [4.0, 3.0, 2.0, 1.0]
In [185]:
ordi_customer = df_customers[df_cate['ordinal']]
ordi_azdias = df_azdias[df_cate['ordinal']]                            
In [186]:
pp.ProfileReport(ordi_customer)
Out[186]:

Overview

Dataset info

Number of variables 226
Number of observations 191652
Total Missing (%) 0.0%
Total size in memory 330.5 MiB
Average record size in memory 1.8 KiB

Variables types

Numeric 219
Categorical 0
Boolean 1
Date 0
Text (Unique) 0
Rejected 6
Unsupported 0

Warnings

Variables

ALTERSKATEGORIE_GROB
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0546
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 4
Maximum 4
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 1.0662
Coef of variation 0.34905
Kurtosis -0.58591
Mean 3.0546
MAD 0.84915
Skewness -0.84199
Sum 585430
Variance 1.1368
Memory size 1.5 MiB
Value Count Frequency (%)  
4.0 86074 44.9%
 
3.0 58364 30.5%
 
1.0 28387 14.8%
 
2.0 18827 9.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 28387 14.8%
 
2.0 18827 9.8%
 
3.0 58364 30.5%
 
4.0 86074 44.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 28387 14.8%
 
2.0 18827 9.8%
 
3.0 58364 30.5%
 
4.0 86074 44.9%
 

ARBEIT
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.871
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 9
Range 8
Interquartile range 1

Descriptive statistics

Standard deviation 0.87234
Coef of variation 0.30385
Kurtosis 0.32671
Mean 2.871
MAD 0.63375
Skewness -0.39626
Sum 550230
Variance 0.76098
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 101381 52.9%
 
4.0 37595 19.6%
 
2.0 33334 17.4%
 
1.0 16941 8.8%
 
5.0 2378 1.2%
 
9.0 23 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 16941 8.8%
 
2.0 33334 17.4%
 
3.0 101381 52.9%
 
4.0 37595 19.6%
 
5.0 2378 1.2%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 33334 17.4%
 
3.0 101381 52.9%
 
4.0 37595 19.6%
 
5.0 2378 1.2%
 
9.0 23 0.0%
 

BALLRAUM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.7444
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 6
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.9651
Coef of variation 0.4142
Kurtosis -0.85837
Mean 4.7444
MAD 1.7312
Skewness -0.82452
Sum 909280
Variance 3.8618
Memory size 1.5 MiB
Value Count Frequency (%)  
6.0 98034 51.2%
 
1.0 21097 11.0%
 
2.0 20117 10.5%
 
7.0 17873 9.3%
 
3.0 13240 6.9%
 
4.0 11538 6.0%
 
5.0 9753 5.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 21097 11.0%
 
2.0 20117 10.5%
 
3.0 13240 6.9%
 
4.0 11538 6.0%
 
5.0 9753 5.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 13240 6.9%
 
4.0 11538 6.0%
 
5.0 9753 5.1%
 
6.0 98034 51.2%
 
7.0 17873 9.3%
 

D19_KONSUMTYP_MAX
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.2245
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 8
95-th percentile 9
Maximum 9
Range 8
Interquartile range 6

Descriptive statistics

Standard deviation 3.1983
Coef of variation 0.75709
Kurtosis -1.4009
Mean 4.2245
MAD 2.9251
Skewness 0.6773
Sum 809630
Variance 10.229
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 91758 47.9%
 
9.0 47697 24.9%
 
1.0 20075 10.5%
 
8.0 13911 7.3%
 
4.0 10843 5.7%
 
3.0 7368 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 20075 10.5%
 
2.0 91758 47.9%
 
3.0 7368 3.8%
 
4.0 10843 5.7%
 
8.0 13911 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 91758 47.9%
 
3.0 7368 3.8%
 
4.0 10843 5.7%
 
8.0 13911 7.3%
 
9.0 47697 24.9%
 

EWDICHTE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1732
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 5
95-th percentile 6
Maximum 6
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.4669
Coef of variation 0.3515
Kurtosis -0.57827
Mean 4.1732
MAD 1.2329
Skewness -0.75378
Sum 799800
Variance 2.1518
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 82434 43.0%
 
6.0 27363 14.3%
 
4.0 27170 14.2%
 
2.0 25546 13.3%
 
3.0 17273 9.0%
 
1.0 11866 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 11866 6.2%
 
2.0 25546 13.3%
 
3.0 17273 9.0%
 
4.0 27170 14.2%
 
5.0 82434 43.0%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 25546 13.3%
 
3.0 17273 9.0%
 
4.0 27170 14.2%
 
5.0 82434 43.0%
 
6.0 27363 14.3%
 

FINANZ_ANLEGER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4398
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 4

Descriptive statistics

Standard deviation 1.6979
Coef of variation 0.69593
Kurtosis -1.3613
Mean 2.4398
MAD 1.5405
Skewness 0.62844
Sum 467590
Variance 2.883
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 94437 49.3%
 
5.0 50216 26.2%
 
2.0 26488 13.8%
 
3.0 12943 6.8%
 
4.0 7568 3.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 94437 49.3%
 
2.0 26488 13.8%
 
3.0 12943 6.8%
 
4.0 7568 3.9%
 
5.0 50216 26.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 94437 49.3%
 
2.0 26488 13.8%
 
3.0 12943 6.8%
 
4.0 7568 3.9%
 
5.0 50216 26.2%
 

FINANZ_HAUSBAUER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7812
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.1474
Coef of variation 0.41254
Kurtosis -0.44447
Mean 2.7812
MAD 0.90881
Skewness 0.36456
Sum 533020
Variance 1.3164
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 72139 37.6%
 
2.0 53705 28.0%
 
1.0 25340 13.2%
 
5.0 21979 11.5%
 
4.0 18489 9.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 25340 13.2%
 
2.0 53705 28.0%
 
3.0 72139 37.6%
 
4.0 18489 9.6%
 
5.0 21979 11.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 25340 13.2%
 
2.0 53705 28.0%
 
3.0 72139 37.6%
 
4.0 18489 9.6%
 
5.0 21979 11.5%
 

FINANZ_MINIMALIST
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9638
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 4
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.0362
Coef of variation 0.26143
Kurtosis -1.0261
Mean 3.9638
MAD 0.92423
Skewness -0.40171
Sum 759660
Variance 1.0738
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 84449 44.1%
 
3.0 66439 34.7%
 
4.0 29162 15.2%
 
2.0 9853 5.1%
 
1.0 1749 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1749 0.9%
 
2.0 9853 5.1%
 
3.0 66439 34.7%
 
4.0 29162 15.2%
 
5.0 84449 44.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1749 0.9%
 
2.0 9853 5.1%
 
3.0 66439 34.7%
 
4.0 29162 15.2%
 
5.0 84449 44.1%
 

FINANZ_SPARER
Highly correlated

This variable is highly correlated with FINANZ_ANLEGER and should be ignored for analysis

Correlation 0.91465

FINANZ_UNAUFFAELLIGER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6462
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 4

Descriptive statistics

Standard deviation 1.5865
Coef of variation 0.59955
Kurtosis -1.3163
Mean 2.6462
MAD 1.4041
Skewness 0.51094
Sum 507140
Variance 2.517
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 61387 32.0%
 
2.0 51830 27.0%
 
5.0 51104 26.7%
 
3.0 22746 11.9%
 
4.0 4585 2.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 61387 32.0%
 
2.0 51830 27.0%
 
3.0 22746 11.9%
 
4.0 4585 2.4%
 
5.0 51104 26.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 61387 32.0%
 
2.0 51830 27.0%
 
3.0 22746 11.9%
 
4.0 4585 2.4%
 
5.0 51104 26.7%
 

FINANZ_VORSORGER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1833
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 3
Q1 3
Median 5
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.99537
Coef of variation 0.23794
Kurtosis -0.30947
Mean 4.1833
MAD 0.88878
Skewness -0.82174
Sum 801740
Variance 0.99075
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 104286 54.4%
 
3.0 54370 28.4%
 
4.0 26954 14.1%
 
2.0 3343 1.7%
 
1.0 2699 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 2699 1.4%
 
2.0 3343 1.7%
 
3.0 54370 28.4%
 
4.0 26954 14.1%
 
5.0 104286 54.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 2699 1.4%
 
2.0 3343 1.7%
 
3.0 54370 28.4%
 
4.0 26954 14.1%
 
5.0 104286 54.4%
 

GEBAEUDETYP_RASTER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.8909
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 3
Q1 4
Median 4
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.71692
Coef of variation 0.18425
Kurtosis 2.213
Mean 3.8909
MAD 0.46865
Skewness -0.96857
Sum 745710
Variance 0.51397
Memory size 1.5 MiB
Value Count Frequency (%)  
4.0 124176 64.8%
 
3.0 30875 16.1%
 
5.0 28282 14.8%
 
2.0 6649 3.5%
 
1.0 1670 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1670 0.9%
 
2.0 6649 3.5%
 
3.0 30875 16.1%
 
4.0 124176 64.8%
 
5.0 28282 14.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1670 0.9%
 
2.0 6649 3.5%
 
3.0 30875 16.1%
 
4.0 124176 64.8%
 
5.0 28282 14.8%
 

HEALTH_TYP
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9653
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.66783
Coef of variation 0.33982
Kurtosis -0.75975
Mean 1.9653
MAD 0.4652
Skewness 0.039568
Sum 376640
Variance 0.446
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 105945 55.3%
 
1.0 46183 24.1%
 
3.0 39524 20.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 46183 24.1%
 
2.0 105945 55.3%
 
3.0 39524 20.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 46183 24.1%
 
2.0 105945 55.3%
 
3.0 39524 20.6%
 

HH_EINKOMMEN_SCORE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9279
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 4
95-th percentile 6
Maximum 6
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.5259
Coef of variation 0.52115
Kurtosis -0.84233
Mean 2.9279
MAD 1.3104
Skewness 0.58159
Sum 561140
Variance 2.3283
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 73128 38.2%
 
1.0 29936 15.6%
 
4.0 27674 14.4%
 
5.0 23923 12.5%
 
3.0 22438 11.7%
 
6.0 14553 7.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 29936 15.6%
 
2.0 73128 38.2%
 
3.0 22438 11.7%
 
4.0 27674 14.4%
 
5.0 23923 12.5%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 73128 38.2%
 
3.0 22438 11.7%
 
4.0 27674 14.4%
 
5.0 23923 12.5%
 
6.0 14553 7.6%
 

INNENSTADT
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.8407
Minimum 1
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 4
Median 5
Q3 6
95-th percentile 8
Maximum 8
Range 7
Interquartile range 2

Descriptive statistics

Standard deviation 1.6892
Coef of variation 0.34896
Kurtosis -0.044551
Mean 4.8407
MAD 1.228
Skewness -0.093221
Sum 927740
Variance 2.8534
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 77990 40.7%
 
4.0 27700 14.5%
 
6.0 19532 10.2%
 
8.0 18075 9.4%
 
3.0 15792 8.2%
 
2.0 14371 7.5%
 
7.0 11814 6.2%
 
1.0 6378 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6378 3.3%
 
2.0 14371 7.5%
 
3.0 15792 8.2%
 
4.0 27700 14.5%
 
5.0 77990 40.7%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 27700 14.5%
 
5.0 77990 40.7%
 
6.0 19532 10.2%
 
7.0 11814 6.2%
 
8.0 18075 9.4%
 

KBA05_ALTER1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3802
Minimum 0
Maximum 4
Zeros (%) 12.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.90203
Coef of variation 0.65356
Kurtosis 0.36741
Mean 1.3802
MAD 0.73158
Skewness 0.74384
Sum 264520
Variance 0.81367
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 101145 52.8%
 
2.0 43590 22.7%
 
0.0 22932 12.0%
 
3.0 19749 10.3%
 
4.0 4236 2.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 22932 12.0%
 
1.0 101145 52.8%
 
2.0 43590 22.7%
 
3.0 19749 10.3%
 
4.0 4236 2.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 22932 12.0%
 
1.0 101145 52.8%
 
2.0 43590 22.7%
 
3.0 19749 10.3%
 
4.0 4236 2.2%
 

KBA05_ALTER2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8275
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.86085
Coef of variation 0.30446
Kurtosis 0.61638
Mean 2.8275
MAD 0.61849
Skewness -0.048552
Sum 541890
Variance 0.74106
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 109551 57.2%
 
2.0 38751 20.2%
 
4.0 21474 11.2%
 
1.0 14885 7.8%
 
5.0 6991 3.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14885 7.8%
 
2.0 38751 20.2%
 
3.0 109551 57.2%
 
4.0 21474 11.2%
 
5.0 6991 3.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14885 7.8%
 
2.0 38751 20.2%
 
3.0 109551 57.2%
 
4.0 21474 11.2%
 
5.0 6991 3.6%
 

KBA05_ALTER3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0915
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.87433
Coef of variation 0.28282
Kurtosis 0.63208
Mean 3.0915
MAD 0.58512
Skewness 0.093063
Sum 592490
Variance 0.76445
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111140 58.0%
 
4.0 31966 16.7%
 
2.0 26013 13.6%
 
5.0 14162 7.4%
 
1.0 8371 4.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8371 4.4%
 
2.0 26013 13.6%
 
3.0 111140 58.0%
 
4.0 31966 16.7%
 
5.0 14162 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8371 4.4%
 
2.0 26013 13.6%
 
3.0 111140 58.0%
 
4.0 31966 16.7%
 
5.0 14162 7.4%
 

KBA05_ALTER4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1942
Minimum 0
Maximum 5
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.93395
Coef of variation 0.29239
Kurtosis 1.4109
Mean 3.1942
MAD 0.65904
Skewness -0.3057
Sum 612180
Variance 0.87225
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 110352 57.6%
 
4.0 37377 19.5%
 
5.0 18294 9.5%
 
2.0 16949 8.8%
 
1.0 6245 3.3%
 
0.0 2435 1.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2435 1.3%
 
1.0 6245 3.3%
 
2.0 16949 8.8%
 
3.0 110352 57.6%
 
4.0 37377 19.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6245 3.3%
 
2.0 16949 8.8%
 
3.0 110352 57.6%
 
4.0 37377 19.5%
 
5.0 18294 9.5%
 

KBA05_ANHANG
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0803
Minimum 0
Maximum 3
Zeros (%) 18.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.79959
Coef of variation 0.74015
Kurtosis 0.89444
Mean 1.0803
MAD 0.50995
Skewness 0.95823
Sum 207040
Variance 0.63934
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 121940 63.6%
 
0.0 36170 18.9%
 
3.0 18018 9.4%
 
2.0 15524 8.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36170 18.9%
 
1.0 121940 63.6%
 
2.0 15524 8.1%
 
3.0 18018 9.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 36170 18.9%
 
1.0 121940 63.6%
 
2.0 15524 8.1%
 
3.0 18018 9.4%
 

KBA05_ANTG1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4387
Minimum 0
Maximum 4
Zeros (%) 11.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.2186
Coef of variation 0.4997
Kurtosis -0.45713
Mean 2.4387
MAD 1.0173
Skewness -0.74676
Sum 467380
Variance 1.485
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 89089 46.5%
 
4.0 30408 15.9%
 
2.0 28787 15.0%
 
0.0 22465 11.7%
 
1.0 20903 10.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 22465 11.7%
 
1.0 20903 10.9%
 
2.0 28787 15.0%
 
3.0 89089 46.5%
 
4.0 30408 15.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 22465 11.7%
 
1.0 20903 10.9%
 
2.0 28787 15.0%
 
3.0 89089 46.5%
 
4.0 30408 15.9%
 

KBA05_ANTG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.85586
Minimum 0
Maximum 4
Zeros (%) 52.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2
95-th percentile 3
Maximum 4
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.0665
Coef of variation 1.2461
Kurtosis -0.037334
Mean 0.85586
MAD 0.89054
Skewness 1.0107
Sum 164030
Variance 1.1375
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 99709 52.0%
 
1.0 42079 22.0%
 
2.0 30513 15.9%
 
3.0 16481 8.6%
 
4.0 2870 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 99709 52.0%
 
1.0 42079 22.0%
 
2.0 30513 15.9%
 
3.0 16481 8.6%
 
4.0 2870 1.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 99709 52.0%
 
1.0 42079 22.0%
 
2.0 30513 15.9%
 
3.0 16481 8.6%
 
4.0 2870 1.5%
 

KBA05_ANTG3
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.21943
Minimum 0
Maximum 3
Zeros (%) 88.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.65914
Coef of variation 3.0039
Kurtosis 9.1856
Mean 0.21943
MAD 0.38615
Skewness 3.1637
Sum 42054
Variance 0.43447
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 168635 88.0%
 
1.0 10163 5.3%
 
2.0 6671 3.5%
 
3.0 6183 3.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 168635 88.0%
 
1.0 10163 5.3%
 
2.0 6671 3.5%
 
3.0 6183 3.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 168635 88.0%
 
1.0 10163 5.3%
 
2.0 6671 3.5%
 
3.0 6183 3.2%
 

KBA05_ANTG4
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.10858
Minimum 0
Maximum 2
Zeros (%) 92.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.40734
Coef of variation 3.7515
Kurtosis 13.979
Mean 0.10858
MAD 0.20109
Skewness 3.8565
Sum 20810
Variance 0.16593
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 177467 92.6%
 
1.0 7560 3.9%
 
2.0 6625 3.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 177467 92.6%
 
1.0 7560 3.9%
 
2.0 6625 3.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 177467 92.6%
 
1.0 7560 3.9%
 
2.0 6625 3.5%
 

KBA05_AUTOQUOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.6819
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 4
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.85231
Coef of variation 0.23148
Kurtosis 1.3738
Mean 3.6819
MAD 0.66036
Skewness -0.9864
Sum 705650
Variance 0.72644
Memory size 1.5 MiB
Value Count Frequency (%)  
4.0 109107 56.9%
 
3.0 44460 23.2%
 
5.0 21682 11.3%
 
2.0 11032 5.8%
 
1.0 5371 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5371 2.8%
 
2.0 11032 5.8%
 
3.0 44460 23.2%
 
4.0 109107 56.9%
 
5.0 21682 11.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5371 2.8%
 
2.0 11032 5.8%
 
3.0 44460 23.2%
 
4.0 109107 56.9%
 
5.0 21682 11.3%
 

KBA05_CCM1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8384
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82351
Coef of variation 0.29014
Kurtosis 0.79713
Mean 2.8384
MAD 0.58277
Skewness -0.089684
Sum 543980
Variance 0.67817
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113277 59.1%
 
2.0 38167 19.9%
 
4.0 21340 11.1%
 
1.0 12972 6.8%
 
5.0 5896 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12972 6.8%
 
2.0 38167 19.9%
 
3.0 113277 59.1%
 
4.0 21340 11.1%
 
5.0 5896 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12972 6.8%
 
2.0 38167 19.9%
 
3.0 113277 59.1%
 
4.0 21340 11.1%
 
5.0 5896 3.1%
 

KBA05_CCM2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9289
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.81106
Coef of variation 0.27692
Kurtosis 0.92688
Mean 2.9289
MAD 0.52409
Skewness -0.077392
Sum 561320
Variance 0.65781
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115786 60.4%
 
2.0 32678 17.1%
 
4.0 26130 13.6%
 
1.0 10300 5.4%
 
5.0 6758 3.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 10300 5.4%
 
2.0 32678 17.1%
 
3.0 115786 60.4%
 
4.0 26130 13.6%
 
5.0 6758 3.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 10300 5.4%
 
2.0 32678 17.1%
 
3.0 115786 60.4%
 
4.0 26130 13.6%
 
5.0 6758 3.5%
 

KBA05_CCM3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1666
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82447
Coef of variation 0.26036
Kurtosis 0.78644
Mean 3.1666
MAD 0.58431
Skewness 0.14761
Sum 606890
Variance 0.67975
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114086 59.5%
 
4.0 36757 19.2%
 
2.0 21466 11.2%
 
5.0 13832 7.2%
 
1.0 5511 2.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5511 2.9%
 
2.0 21466 11.2%
 
3.0 114086 59.5%
 
4.0 36757 19.2%
 
5.0 13832 7.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5511 2.9%
 
2.0 21466 11.2%
 
3.0 114086 59.5%
 
4.0 36757 19.2%
 
5.0 13832 7.2%
 

KBA05_CCM4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3465
Minimum 0
Maximum 4
Zeros (%) 16.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0558
Coef of variation 0.78416
Kurtosis 0.44167
Mean 1.3465
MAD 0.82292
Skewness 0.98257
Sum 258050
Variance 1.1148
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 101588 53.0%
 
0.0 32427 16.9%
 
2.0 27960 14.6%
 
3.0 18165 9.5%
 
4.0 11512 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 32427 16.9%
 
1.0 101588 53.0%
 
2.0 27960 14.6%
 
3.0 18165 9.5%
 
4.0 11512 6.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 32427 16.9%
 
1.0 101588 53.0%
 
2.0 27960 14.6%
 
3.0 18165 9.5%
 
4.0 11512 6.0%
 

KBA05_DIESEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1283
Minimum 0
Maximum 4
Zeros (%) 2.6%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.80815
Coef of variation 0.37971
Kurtosis 0.82961
Mean 2.1283
MAD 0.55516
Skewness 0.18175
Sum 407900
Variance 0.65311
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 114975 60.0%
 
3.0 34964 18.2%
 
1.0 24497 12.8%
 
4.0 12140 6.3%
 
0.0 5076 2.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5076 2.6%
 
1.0 24497 12.8%
 
2.0 114975 60.0%
 
3.0 34964 18.2%
 
4.0 12140 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 5076 2.6%
 
1.0 24497 12.8%
 
2.0 114975 60.0%
 
3.0 34964 18.2%
 
4.0 12140 6.3%
 

KBA05_FRAU
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0399
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.82858
Coef of variation 0.27257
Kurtosis 0.95198
Mean 3.0399
MAD 0.51328
Skewness 0.088066
Sum 582600
Variance 0.68654
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116744 60.9%
 
4.0 28830 15.0%
 
2.0 27087 14.1%
 
5.0 10972 5.7%
 
1.0 8019 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8019 4.2%
 
2.0 27087 14.1%
 
3.0 116744 60.9%
 
4.0 28830 15.0%
 
5.0 10972 5.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8019 4.2%
 
2.0 27087 14.1%
 
3.0 116744 60.9%
 
4.0 28830 15.0%
 
5.0 10972 5.7%
 

KBA05_GBZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.7384
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 4
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99733
Coef of variation 0.26678
Kurtosis 0.91586
Mean 3.7384
MAD 0.7525
Skewness -1.0244
Sum 716470
Variance 0.99466
Memory size 1.5 MiB
Value Count Frequency (%)  
4.0 99000 51.7%
 
5.0 36629 19.1%
 
3.0 34714 18.1%
 
2.0 11876 6.2%
 
1.0 9433 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9433 4.9%
 
2.0 11876 6.2%
 
3.0 34714 18.1%
 
4.0 99000 51.7%
 
5.0 36629 19.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9433 4.9%
 
2.0 11876 6.2%
 
3.0 34714 18.1%
 
4.0 99000 51.7%
 
5.0 36629 19.1%
 

KBA05_HERST1
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5265
Minimum 0
Maximum 5
Zeros (%) 2.8%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.1322
Coef of variation 0.44814
Kurtosis 0.12741
Mean 2.5265
MAD 0.91446
Skewness 0.53509
Sum 484210
Variance 1.2819
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 95861 50.0%
 
3.0 38091 19.9%
 
4.0 21593 11.3%
 
1.0 15481 8.1%
 
5.0 15272 8.0%
 
0.0 5354 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5354 2.8%
 
1.0 15481 8.1%
 
2.0 95861 50.0%
 
3.0 38091 19.9%
 
4.0 21593 11.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15481 8.1%
 
2.0 95861 50.0%
 
3.0 38091 19.9%
 
4.0 21593 11.3%
 
5.0 15272 8.0%
 

KBA05_HERST2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1028
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.81684
Coef of variation 0.26326
Kurtosis 0.82473
Mean 3.1028
MAD 0.54752
Skewness 0.1862
Sum 594660
Variance 0.66723
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114890 59.9%
 
4.0 32809 17.1%
 
2.0 26240 13.7%
 
5.0 12139 6.3%
 
1.0 5574 2.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5574 2.9%
 
2.0 26240 13.7%
 
3.0 114890 59.9%
 
4.0 32809 17.1%
 
5.0 12139 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5574 2.9%
 
2.0 26240 13.7%
 
3.0 114890 59.9%
 
4.0 32809 17.1%
 
5.0 12139 6.3%
 

KBA05_HERST3
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8522
Minimum 0
Maximum 5
Zeros (%) 1.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.90278
Coef of variation 0.31652
Kurtosis 1.0195
Mean 2.8522
MAD 0.62317
Skewness -0.31024
Sum 546630
Variance 0.81501
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111519 58.2%
 
2.0 33031 17.2%
 
4.0 23549 12.3%
 
1.0 14089 7.4%
 
5.0 7546 3.9%
 
0.0 1918 1.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1918 1.0%
 
1.0 14089 7.4%
 
2.0 33031 17.2%
 
3.0 111519 58.2%
 
4.0 23549 12.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14089 7.4%
 
2.0 33031 17.2%
 
3.0 111519 58.2%
 
4.0 23549 12.3%
 
5.0 7546 3.9%
 

KBA05_HERST4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8163
Minimum 0
Maximum 5
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.96602
Coef of variation 0.34301
Kurtosis 0.82904
Mean 2.8163
MAD 0.68895
Skewness -0.3365
Sum 539750
Variance 0.93319
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 106327 55.5%
 
2.0 34231 17.9%
 
4.0 23303 12.2%
 
1.0 15811 8.2%
 
5.0 8657 4.5%
 
0.0 3323 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 3323 1.7%
 
1.0 15811 8.2%
 
2.0 34231 17.9%
 
3.0 106327 55.5%
 
4.0 23303 12.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15811 8.2%
 
2.0 34231 17.9%
 
3.0 106327 55.5%
 
4.0 23303 12.2%
 
5.0 8657 4.5%
 

KBA05_HERST5
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.714
Minimum 0
Maximum 5
Zeros (%) 3.4%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.99891
Coef of variation 0.36805
Kurtosis 0.80524
Mean 2.714
MAD 0.75124
Skewness -0.56773
Sum 520150
Variance 0.99781
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 103973 54.3%
 
2.0 36128 18.9%
 
4.0 22702 11.8%
 
1.0 16600 8.7%
 
0.0 6536 3.4%
 
5.0 5713 3.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 6536 3.4%
 
1.0 16600 8.7%
 
2.0 36128 18.9%
 
3.0 103973 54.3%
 
4.0 22702 11.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 16600 8.7%
 
2.0 36128 18.9%
 
3.0 103973 54.3%
 
4.0 22702 11.8%
 
5.0 5713 3.0%
 

KBA05_HERSTTEMP
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4231
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0622
Coef of variation 0.43837
Kurtosis -0.0039159
Mean 2.4231
MAD 0.86677
Skewness 0.76003
Sum 464390
Variance 1.1283
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 90783 47.4%
 
3.0 36916 19.3%
 
1.0 31375 16.4%
 
4.0 22189 11.6%
 
5.0 10389 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 31375 16.4%
 
2.0 90783 47.4%
 
3.0 36916 19.3%
 
4.0 22189 11.6%
 
5.0 10389 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 31375 16.4%
 
2.0 90783 47.4%
 
3.0 36916 19.3%
 
4.0 22189 11.6%
 
5.0 10389 5.4%
 

KBA05_KRSAQUOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2772
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.90027
Coef of variation 0.2747
Kurtosis 0.40213
Mean 3.2772
MAD 0.68783
Skewness 0.11235
Sum 628090
Variance 0.81048
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 108697 56.7%
 
4.0 37551 19.6%
 
5.0 22505 11.7%
 
2.0 16369 8.5%
 
1.0 6530 3.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6530 3.4%
 
2.0 16369 8.5%
 
3.0 108697 56.7%
 
4.0 37551 19.6%
 
5.0 22505 11.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6530 3.4%
 
2.0 16369 8.5%
 
3.0 108697 56.7%
 
4.0 37551 19.6%
 
5.0 22505 11.7%
 

KBA05_KRSHERST1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0795
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.83382
Coef of variation 0.27076
Kurtosis 0.71277
Mean 3.0795
MAD 0.55526
Skewness 0.02758
Sum 590190
Variance 0.69525
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111075 58.0%
 
4.0 35643 18.6%
 
2.0 26974 14.1%
 
5.0 10622 5.5%
 
1.0 7338 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7338 3.8%
 
2.0 26974 14.1%
 
3.0 111075 58.0%
 
4.0 35643 18.6%
 
5.0 10622 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7338 3.8%
 
2.0 26974 14.1%
 
3.0 111075 58.0%
 
4.0 35643 18.6%
 
5.0 10622 5.5%
 

KBA05_KRSHERST2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0639
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.85655
Coef of variation 0.27956
Kurtosis 0.76796
Mean 3.0639
MAD 0.55363
Skewness 0.027617
Sum 587210
Variance 0.73368
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113162 59.0%
 
4.0 31873 16.6%
 
2.0 25649 13.4%
 
5.0 11992 6.3%
 
1.0 8976 4.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8976 4.7%
 
2.0 25649 13.4%
 
3.0 113162 59.0%
 
4.0 31873 16.6%
 
5.0 11992 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8976 4.7%
 
2.0 25649 13.4%
 
3.0 113162 59.0%
 
4.0 31873 16.6%
 
5.0 11992 6.3%
 

KBA05_KRSHERST3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9291
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.88426
Coef of variation 0.30189
Kurtosis 0.67474
Mean 2.9291
MAD 0.57788
Skewness 0.03043
Sum 561360
Variance 0.78191
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111618 58.2%
 
2.0 32629 17.0%
 
4.0 23810 12.4%
 
1.0 12992 6.8%
 
5.0 10603 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12992 6.8%
 
2.0 32629 17.0%
 
3.0 111618 58.2%
 
4.0 23810 12.4%
 
5.0 10603 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12992 6.8%
 
2.0 32629 17.0%
 
3.0 111618 58.2%
 
4.0 23810 12.4%
 
5.0 10603 5.5%
 

KBA05_KRSKLEIN
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9751
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.50502
Coef of variation 0.25569
Kurtosis 0.90701
Mean 1.9751
MAD 0.27355
Skewness -0.045209
Sum 378540
Variance 0.25504
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 142654 74.4%
 
1.0 26881 14.0%
 
3.0 22117 11.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 26881 14.0%
 
2.0 142654 74.4%
 
3.0 22117 11.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 26881 14.0%
 
2.0 142654 74.4%
 
3.0 22117 11.5%
 

KBA05_KRSOBER
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0397
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.5047
Coef of variation 0.24744
Kurtosis 0.89027
Mean 2.0397
MAD 0.28424
Skewness 0.072336
Sum 390910
Variance 0.25472
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 142532 74.4%
 
3.0 28364 14.8%
 
1.0 20756 10.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 20756 10.8%
 
2.0 142532 74.4%
 
3.0 28364 14.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 20756 10.8%
 
2.0 142532 74.4%
 
3.0 28364 14.8%
 

KBA05_KRSVAN
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0089
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.48407
Coef of variation 0.24096
Kurtosis 1.2654
Mean 2.0089
MAD 0.24115
Skewness 0.023374
Sum 385020
Variance 0.23432
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 146729 76.6%
 
3.0 23317 12.2%
 
1.0 21606 11.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 21606 11.3%
 
2.0 146729 76.6%
 
3.0 23317 12.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 21606 11.3%
 
2.0 146729 76.6%
 
3.0 23317 12.2%
 

KBA05_KRSZUL
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0336
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.55518
Coef of variation 0.273
Kurtosis 0.23075
Mean 2.0336
MAD 0.33145
Skewness 0.014575
Sum 389750
Variance 0.30823
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 132363 69.1%
 
3.0 32866 17.1%
 
1.0 26423 13.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 26423 13.8%
 
2.0 132363 69.1%
 
3.0 32866 17.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 26423 13.8%
 
2.0 132363 69.1%
 
3.0 32866 17.1%
 

KBA05_KW1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8042
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.86882
Coef of variation 0.30983
Kurtosis 0.47603
Mean 2.8042
MAD 0.63613
Skewness -0.1831
Sum 537430
Variance 0.75484
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 109425 57.1%
 
2.0 36262 18.9%
 
4.0 22702 11.8%
 
1.0 17624 9.2%
 
5.0 5639 2.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 17624 9.2%
 
2.0 36262 18.9%
 
3.0 109425 57.1%
 
4.0 22702 11.8%
 
5.0 5639 2.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 17624 9.2%
 
2.0 36262 18.9%
 
3.0 109425 57.1%
 
4.0 22702 11.8%
 
5.0 5639 2.9%
 

KBA05_KW2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.054
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.81455
Coef of variation 0.26672
Kurtosis 1.0065
Mean 3.054
MAD 0.51077
Skewness 0.10362
Sum 585300
Variance 0.66349
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117645 61.4%
 
4.0 29722 15.5%
 
2.0 26382 13.8%
 
5.0 10702 5.6%
 
1.0 7201 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7201 3.8%
 
2.0 26382 13.8%
 
3.0 117645 61.4%
 
4.0 29722 15.5%
 
5.0 10702 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7201 3.8%
 
2.0 26382 13.8%
 
3.0 117645 61.4%
 
4.0 29722 15.5%
 
5.0 10702 5.6%
 

KBA05_KW3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.542
Minimum 0
Maximum 4
Zeros (%) 10.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0983
Coef of variation 0.71227
Kurtosis 0.016755
Mean 1.542
MAD 0.90078
Skewness 0.89298
Sum 295530
Variance 1.2063
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 100334 52.4%
 
2.0 33749 17.6%
 
0.0 20709 10.8%
 
3.0 19739 10.3%
 
4.0 17121 8.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 20709 10.8%
 
1.0 100334 52.4%
 
2.0 33749 17.6%
 
3.0 19739 10.3%
 
4.0 17121 8.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 20709 10.8%
 
1.0 100334 52.4%
 
2.0 33749 17.6%
 
3.0 19739 10.3%
 
4.0 17121 8.9%
 

KBA05_MAXAH
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1318
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 5
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.152
Coef of variation 0.27882
Kurtosis -0.53293
Mean 4.1318
MAD 1.0085
Skewness -0.93079
Sum 791870
Variance 1.3272
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 111307 58.1%
 
3.0 33702 17.6%
 
2.0 22176 11.6%
 
4.0 21803 11.4%
 
1.0 2664 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 2664 1.4%
 
2.0 22176 11.6%
 
3.0 33702 17.6%
 
4.0 21803 11.4%
 
5.0 111307 58.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 2664 1.4%
 
2.0 22176 11.6%
 
3.0 33702 17.6%
 
4.0 21803 11.4%
 
5.0 111307 58.1%
 

KBA05_MAXBJ
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9851
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 4
95-th percentile 4
Maximum 4
Range 3
Interquartile range 2

Descriptive statistics

Standard deviation 1.2002
Coef of variation 0.40208
Kurtosis -1.2407
Mean 2.9851
MAD 1.0658
Skewness -0.62979
Sum 572090
Variance 1.4406
Memory size 1.5 MiB
Value Count Frequency (%)  
4.0 100266 52.3%
 
1.0 36367 19.0%
 
2.0 30395 15.9%
 
3.0 24624 12.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 36367 19.0%
 
2.0 30395 15.9%
 
3.0 24624 12.8%
 
4.0 100266 52.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 36367 19.0%
 
2.0 30395 15.9%
 
3.0 24624 12.8%
 
4.0 100266 52.3%
 

KBA05_MAXHERST
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3475
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.90826
Coef of variation 0.38691
Kurtosis 1.1062
Mean 2.3475
MAD 0.70136
Skewness 1.0902
Sum 449900
Variance 0.82493
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 114544 59.8%
 
3.0 33420 17.4%
 
1.0 20339 10.6%
 
4.0 16532 8.6%
 
5.0 6817 3.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 20339 10.6%
 
2.0 114544 59.8%
 
3.0 33420 17.4%
 
4.0 16532 8.6%
 
5.0 6817 3.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 20339 10.6%
 
2.0 114544 59.8%
 
3.0 33420 17.4%
 
4.0 16532 8.6%
 
5.0 6817 3.6%
 

KBA05_MAXSEG
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1631
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.81577
Coef of variation 0.37714
Kurtosis 0.1676
Mean 2.1631
MAD 0.59756
Skewness 0.66147
Sum 414560
Variance 0.66548
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 109412 57.1%
 
1.0 33893 17.7%
 
3.0 31548 16.5%
 
4.0 16799 8.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 33893 17.7%
 
2.0 109412 57.1%
 
3.0 31548 16.5%
 
4.0 16799 8.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 33893 17.7%
 
2.0 109412 57.1%
 
3.0 31548 16.5%
 
4.0 16799 8.8%
 

KBA05_MAXVORB
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.8908
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.59303
Coef of variation 0.31364
Kurtosis -0.23882
Mean 1.8908
MAD 0.42116
Skewness 0.035057
Sum 362380
Variance 0.35168
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 121967 63.6%
 
1.0 45305 23.6%
 
3.0 24380 12.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 45305 23.6%
 
2.0 121967 63.6%
 
3.0 24380 12.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 45305 23.6%
 
2.0 121967 63.6%
 
3.0 24380 12.7%
 

KBA05_MOD1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.7403
Minimum 0
Maximum 4
Zeros (%) 17.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 2
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0621
Coef of variation 0.61029
Kurtosis -0.25013
Mean 1.7403
MAD 0.82267
Skewness -0.011744
Sum 333530
Variance 1.128
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 95696 49.9%
 
0.0 32586 17.0%
 
1.0 29887 15.6%
 
3.0 21684 11.3%
 
4.0 11799 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 32586 17.0%
 
1.0 29887 15.6%
 
2.0 95696 49.9%
 
3.0 21684 11.3%
 
4.0 11799 6.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 32586 17.0%
 
1.0 29887 15.6%
 
2.0 95696 49.9%
 
3.0 21684 11.3%
 
4.0 11799 6.2%
 

KBA05_MOD2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0021
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.80561
Coef of variation 0.26835
Kurtosis 0.98279
Mean 3.0021
MAD 0.47884
Skewness -0.027745
Sum 575350
Variance 0.649
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116544 60.8%
 
4.0 29940 15.6%
 
2.0 28743 15.0%
 
1.0 8413 4.4%
 
5.0 8012 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8413 4.4%
 
2.0 28743 15.0%
 
3.0 116544 60.8%
 
4.0 29940 15.6%
 
5.0 8012 4.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8413 4.4%
 
2.0 28743 15.0%
 
3.0 116544 60.8%
 
4.0 29940 15.6%
 
5.0 8012 4.2%
 

KBA05_MOD3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0251
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.84367
Coef of variation 0.27889
Kurtosis 0.65858
Mean 3.0251
MAD 0.53556
Skewness 0.016529
Sum 579770
Variance 0.71177
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 109968 57.4%
 
4.0 32880 17.2%
 
2.0 30521 15.9%
 
5.0 9756 5.1%
 
1.0 8527 4.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8527 4.4%
 
2.0 30521 15.9%
 
3.0 109968 57.4%
 
4.0 32880 17.2%
 
5.0 9756 5.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8527 4.4%
 
2.0 30521 15.9%
 
3.0 109968 57.4%
 
4.0 32880 17.2%
 
5.0 9756 5.1%
 

KBA05_MOD4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8004
Minimum 0
Maximum 5
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.0655
Coef of variation 0.38049
Kurtosis 0.44895
Mean 2.8004
MAD 0.7751
Skewness -0.32843
Sum 536700
Variance 1.1353
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 100327 52.3%
 
2.0 31214 16.3%
 
4.0 23991 12.5%
 
1.0 19435 10.1%
 
5.0 11578 6.0%
 
0.0 5107 2.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5107 2.7%
 
1.0 19435 10.1%
 
2.0 31214 16.3%
 
3.0 100327 52.3%
 
4.0 23991 12.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 19435 10.1%
 
2.0 31214 16.3%
 
3.0 100327 52.3%
 
4.0 23991 12.5%
 
5.0 11578 6.0%
 

KBA05_MOD8
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2768
Minimum 0
Maximum 3
Zeros (%) 14.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.81341
Coef of variation 0.63707
Kurtosis -0.16626
Mean 1.2768
MAD 0.65293
Skewness 0.46745
Sum 244700
Variance 0.66164
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 102428 53.4%
 
2.0 45005 23.5%
 
0.0 26798 14.0%
 
3.0 17421 9.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 26798 14.0%
 
1.0 102428 53.4%
 
2.0 45005 23.5%
 
3.0 17421 9.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 26798 14.0%
 
1.0 102428 53.4%
 
2.0 45005 23.5%
 
3.0 17421 9.1%
 

KBA05_MODTEMP
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9355
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 6
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.0714
Coef of variation 0.36499
Kurtosis -0.11618
Mean 2.9355
MAD 0.74937
Skewness -0.27131
Sum 562600
Variance 1.148
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 95576 49.9%
 
4.0 39322 20.5%
 
1.0 29149 15.2%
 
2.0 16451 8.6%
 
5.0 10389 5.4%
 
6.0 765 0.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 29149 15.2%
 
2.0 16451 8.6%
 
3.0 95576 49.9%
 
4.0 39322 20.5%
 
5.0 10389 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 16451 8.6%
 
3.0 95576 49.9%
 
4.0 39322 20.5%
 
5.0 10389 5.4%
 
6.0 765 0.4%
 

KBA05_MOTOR
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8394
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.77271
Coef of variation 0.27214
Kurtosis 0.43106
Mean 2.8394
MAD 0.55614
Skewness -0.68801
Sum 544170
Variance 0.59707
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115270 60.1%
 
2.0 32087 16.7%
 
4.0 29964 15.6%
 
1.0 14331 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14331 7.5%
 
2.0 32087 16.7%
 
3.0 115270 60.1%
 
4.0 29964 15.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14331 7.5%
 
2.0 32087 16.7%
 
3.0 115270 60.1%
 
4.0 29964 15.6%
 

KBA05_MOTRAD
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1384
Minimum 0
Maximum 3
Zeros (%) 13.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.76503
Coef of variation 0.672
Kurtosis 1.135
Mean 1.1384
MAD 0.50333
Skewness 1.027
Sum 218180
Variance 0.58527
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 130156 67.9%
 
0.0 26539 13.8%
 
3.0 18115 9.5%
 
2.0 16842 8.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 26539 13.8%
 
1.0 130156 67.9%
 
2.0 16842 8.8%
 
3.0 18115 9.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 26539 13.8%
 
1.0 130156 67.9%
 
2.0 16842 8.8%
 
3.0 18115 9.5%
 

KBA05_SEG1
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0732
Minimum 0
Maximum 3
Zeros (%) 19.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 2
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.73301
Coef of variation 0.68299
Kurtosis 0.3682
Mean 1.0732
MAD 0.4985
Skewness 0.53043
Sum 205690
Variance 0.53731
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 111999 58.4%
 
0.0 36867 19.2%
 
2.0 34669 18.1%
 
3.0 8117 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36867 19.2%
 
1.0 111999 58.4%
 
2.0 34669 18.1%
 
3.0 8117 4.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 36867 19.2%
 
1.0 111999 58.4%
 
2.0 34669 18.1%
 
3.0 8117 4.2%
 

KBA05_SEG10
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0811
Minimum 0
Maximum 4
Zeros (%) 5.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 2
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.88456
Coef of variation 0.42504
Kurtosis 0.61239
Mean 2.0811
MAD 0.58771
Skewness 0.023509
Sum 398850
Variance 0.78245
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 110326 57.6%
 
3.0 32759 17.1%
 
1.0 25270 13.2%
 
4.0 13662 7.1%
 
0.0 9635 5.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9635 5.0%
 
1.0 25270 13.2%
 
2.0 110326 57.6%
 
3.0 32759 17.1%
 
4.0 13662 7.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 9635 5.0%
 
1.0 25270 13.2%
 
2.0 110326 57.6%
 
3.0 32759 17.1%
 
4.0 13662 7.1%
 

KBA05_SEG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.915
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.815
Coef of variation 0.27959
Kurtosis 0.8895
Mean 2.915
MAD 0.53402
Skewness -0.17032
Sum 558660
Variance 0.66423
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115899 60.5%
 
2.0 31540 16.5%
 
4.0 26569 13.9%
 
1.0 11652 6.1%
 
5.0 5992 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 11652 6.1%
 
2.0 31540 16.5%
 
3.0 115899 60.5%
 
4.0 26569 13.9%
 
5.0 5992 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11652 6.1%
 
2.0 31540 16.5%
 
3.0 115899 60.5%
 
4.0 26569 13.9%
 
5.0 5992 3.1%
 

KBA05_SEG3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8931
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.81609
Coef of variation 0.28208
Kurtosis 0.73861
Mean 2.8931
MAD 0.55821
Skewness -0.023126
Sum 554470
Variance 0.666
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111268 58.1%
 
2.0 38346 20.0%
 
4.0 25556 13.3%
 
1.0 10165 5.3%
 
5.0 6317 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 10165 5.3%
 
2.0 38346 20.0%
 
3.0 111268 58.1%
 
4.0 25556 13.3%
 
5.0 6317 3.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 10165 5.3%
 
2.0 38346 20.0%
 
3.0 111268 58.1%
 
4.0 25556 13.3%
 
5.0 6317 3.3%
 

KBA05_SEG4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0061
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.79678
Coef of variation 0.26506
Kurtosis 1.1842
Mean 3.0061
MAD 0.46332
Skewness 0.0569
Sum 576120
Variance 0.63486
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 120394 62.8%
 
2.0 27738 14.5%
 
4.0 26713 13.9%
 
5.0 8951 4.7%
 
1.0 7856 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7856 4.1%
 
2.0 27738 14.5%
 
3.0 120394 62.8%
 
4.0 26713 13.9%
 
5.0 8951 4.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7856 4.1%
 
2.0 27738 14.5%
 
3.0 120394 62.8%
 
4.0 26713 13.9%
 
5.0 8951 4.7%
 

KBA05_SEG5
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.5162
Minimum 0
Maximum 4
Zeros (%) 9.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.022
Coef of variation 0.67406
Kurtosis 0.2136
Mean 1.5162
MAD 0.83813
Skewness 0.8873
Sum 290590
Variance 1.0445
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 101343 52.9%
 
2.0 38419 20.0%
 
3.0 21287 11.1%
 
0.0 18467 9.6%
 
4.0 12136 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 18467 9.6%
 
1.0 101343 52.9%
 
2.0 38419 20.0%
 
3.0 21287 11.1%
 
4.0 12136 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 18467 9.6%
 
1.0 101343 52.9%
 
2.0 38419 20.0%
 
3.0 21287 11.1%
 
4.0 12136 6.3%
 

KBA05_SEG6
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 0.12381
0.0
167923
1.0
 
23729
Value Count Frequency (%)  
0.0 167923 87.6%
 
1.0 23729 12.4%
 

KBA05_SEG7
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.66535
Minimum 0
Maximum 3
Zeros (%) 57.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 2
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.8931
Coef of variation 1.3423
Kurtosis 0.038447
Mean 0.66535
MAD 0.76823
Skewness 1.0845
Sum 127520
Variance 0.79763
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 110643 57.7%
 
1.0 43092 22.5%
 
2.0 29327 15.3%
 
3.0 8590 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 110643 57.7%
 
1.0 43092 22.5%
 
2.0 29327 15.3%
 
3.0 8590 4.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 110643 57.7%
 
1.0 43092 22.5%
 
2.0 29327 15.3%
 
3.0 8590 4.5%
 

KBA05_SEG8
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.66421
Minimum 0
Maximum 3
Zeros (%) 58.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 2
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.90337
Coef of variation 1.3601
Kurtosis 0.094372
Mean 0.66421
MAD 0.77423
Skewness 1.1138
Sum 127300
Variance 0.81608
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 111698 58.3%
 
1.0 42095 22.0%
 
2.0 28374 14.8%
 
3.0 9485 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 111698 58.3%
 
1.0 42095 22.0%
 
2.0 28374 14.8%
 
3.0 9485 4.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 111698 58.3%
 
1.0 42095 22.0%
 
2.0 28374 14.8%
 
3.0 9485 4.9%
 

KBA05_SEG9
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.1289
Minimum 0
Maximum 3
Zeros (%) 17.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.7603
Coef of variation 0.67351
Kurtosis 0.18991
Mean 1.1289
MAD 0.55041
Skewness 0.51437
Sum 216350
Variance 0.57805
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 108618 56.7%
 
2.0 38399 20.0%
 
0.0 34324 17.9%
 
3.0 10311 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 34324 17.9%
 
1.0 108618 56.7%
 
2.0 38399 20.0%
 
3.0 10311 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 34324 17.9%
 
1.0 108618 56.7%
 
2.0 38399 20.0%
 
3.0 10311 5.4%
 

KBA05_VORB0
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1868
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.89563
Coef of variation 0.28105
Kurtosis 0.36515
Mean 3.1868
MAD 0.66002
Skewness 0.030853
Sum 610750
Variance 0.80215
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 103768 54.1%
 
4.0 40443 21.1%
 
2.0 23263 12.1%
 
5.0 16742 8.7%
 
1.0 7436 3.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7436 3.9%
 
2.0 23263 12.1%
 
3.0 103768 54.1%
 
4.0 40443 21.1%
 
5.0 16742 8.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7436 3.9%
 
2.0 23263 12.1%
 
3.0 103768 54.1%
 
4.0 40443 21.1%
 
5.0 16742 8.7%
 

KBA05_VORB1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9891
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.82661
Coef of variation 0.27654
Kurtosis 0.98994
Mean 2.9891
MAD 0.49332
Skewness 0.007981
Sum 572880
Variance 0.68328
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117198 61.2%
 
2.0 28627 14.9%
 
4.0 26987 14.1%
 
1.0 9530 5.0%
 
5.0 9310 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9530 5.0%
 
2.0 28627 14.9%
 
3.0 117198 61.2%
 
4.0 26987 14.1%
 
5.0 9310 4.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9530 5.0%
 
2.0 28627 14.9%
 
3.0 117198 61.2%
 
4.0 26987 14.1%
 
5.0 9310 4.9%
 

KBA05_VORB2
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4802
Minimum 0
Maximum 5
Zeros (%) 6.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.0841
Coef of variation 0.43712
Kurtosis 0.17731
Mean 2.4802
MAD 0.88113
Skewness -0.50419
Sum 475330
Variance 1.1753
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 98036 51.2%
 
2.0 37903 19.8%
 
1.0 25242 13.2%
 
4.0 13973 7.3%
 
0.0 11641 6.1%
 
5.0 4857 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 11641 6.1%
 
1.0 25242 13.2%
 
2.0 37903 19.8%
 
3.0 98036 51.2%
 
4.0 13973 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 25242 13.2%
 
2.0 37903 19.8%
 
3.0 98036 51.2%
 
4.0 13973 7.3%
 
5.0 4857 2.5%
 

KBA05_ZUL1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8187
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.80333
Coef of variation 0.285
Kurtosis 0.76189
Mean 2.8187
MAD 0.57661
Skewness -0.29963
Sum 540220
Variance 0.64534
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115787 60.4%
 
2.0 35712 18.6%
 
4.0 22116 11.5%
 
1.0 14304 7.5%
 
5.0 3733 1.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14304 7.5%
 
2.0 35712 18.6%
 
3.0 115787 60.4%
 
4.0 22116 11.5%
 
5.0 3733 1.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14304 7.5%
 
2.0 35712 18.6%
 
3.0 115787 60.4%
 
4.0 22116 11.5%
 
5.0 3733 1.9%
 

KBA05_ZUL2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0332
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.81553
Coef of variation 0.26887
Kurtosis 0.87941
Mean 3.0332
MAD 0.50878
Skewness 0.073959
Sum 581320
Variance 0.66509
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114741 59.9%
 
4.0 30838 16.1%
 
2.0 29151 15.2%
 
5.0 9630 5.0%
 
1.0 7292 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7292 3.8%
 
2.0 29151 15.2%
 
3.0 114741 59.9%
 
4.0 30838 16.1%
 
5.0 9630 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7292 3.8%
 
2.0 29151 15.2%
 
3.0 114741 59.9%
 
4.0 30838 16.1%
 
5.0 9630 5.0%
 

KBA05_ZUL3
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9489
Minimum 0
Maximum 5
Zeros (%) 2.7%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 1.0156
Coef of variation 0.3444
Kurtosis 0.99773
Mean 2.9489
MAD 0.66475
Skewness -0.51526
Sum 565170
Variance 1.0315
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 102395 53.4%
 
4.0 33681 17.6%
 
2.0 27829 14.5%
 
1.0 11362 5.9%
 
5.0 11248 5.9%
 
0.0 5137 2.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5137 2.7%
 
1.0 11362 5.9%
 
2.0 27829 14.5%
 
3.0 102395 53.4%
 
4.0 33681 17.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11362 5.9%
 
2.0 27829 14.5%
 
3.0 102395 53.4%
 
4.0 33681 17.6%
 
5.0 11248 5.9%
 

KBA05_ZUL4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.2866
Minimum 0
Maximum 5
Zeros (%) 4.6%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.1639
Coef of variation 0.50901
Kurtosis 0.10226
Mean 2.2866
MAD 0.89365
Skewness 0.52844
Sum 438240
Variance 1.3547
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 93120 48.6%
 
1.0 30214 15.8%
 
3.0 26900 14.0%
 
4.0 22123 11.5%
 
5.0 10519 5.5%
 
0.0 8776 4.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8776 4.6%
 
1.0 30214 15.8%
 
2.0 93120 48.6%
 
3.0 26900 14.0%
 
4.0 22123 11.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 30214 15.8%
 
2.0 93120 48.6%
 
3.0 26900 14.0%
 
4.0 22123 11.5%
 
5.0 10519 5.5%
 

KBA13_ALTERHALTER_30
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7258
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.84422
Coef of variation 0.30972
Kurtosis 0.60776
Mean 2.7258
MAD 0.64253
Skewness -0.24018
Sum 522400
Variance 0.71271
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113973 59.5%
 
2.0 37652 19.6%
 
1.0 19842 10.4%
 
4.0 15586 8.1%
 
5.0 4599 2.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 19842 10.4%
 
2.0 37652 19.6%
 
3.0 113973 59.5%
 
4.0 15586 8.1%
 
5.0 4599 2.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 19842 10.4%
 
2.0 37652 19.6%
 
3.0 113973 59.5%
 
4.0 15586 8.1%
 
5.0 4599 2.4%
 

KBA13_ALTERHALTER_45
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0031
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.89756
Coef of variation 0.29888
Kurtosis 0.55275
Mean 3.0031
MAD 0.55737
Skewness -0.025082
Sum 575550
Variance 0.80562
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 109120 56.9%
 
4.0 30023 15.7%
 
2.0 28553 14.9%
 
1.0 12198 6.4%
 
5.0 11758 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12198 6.4%
 
2.0 28553 14.9%
 
3.0 109120 56.9%
 
4.0 30023 15.7%
 
5.0 11758 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12198 6.4%
 
2.0 28553 14.9%
 
3.0 109120 56.9%
 
4.0 30023 15.7%
 
5.0 11758 6.1%
 

KBA13_ALTERHALTER_60
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9459
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.87483
Coef of variation 0.29697
Kurtosis 0.65292
Mean 2.9459
MAD 0.56677
Skewness 0.019604
Sum 564580
Variance 0.76533
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 110627 57.7%
 
2.0 32838 17.1%
 
4.0 26116 13.6%
 
1.0 11949 6.2%
 
5.0 10122 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 11949 6.2%
 
2.0 32838 17.1%
 
3.0 110627 57.7%
 
4.0 26116 13.6%
 
5.0 10122 5.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11949 6.2%
 
2.0 32838 17.1%
 
3.0 110627 57.7%
 
4.0 26116 13.6%
 
5.0 10122 5.3%
 

KBA13_ALTERHALTER_61
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1989
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.8889
Coef of variation 0.27787
Kurtosis 0.42614
Mean 3.1989
MAD 0.65069
Skewness 0.17616
Sum 613080
Variance 0.79014
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 109148 57.0%
 
4.0 34652 18.1%
 
2.0 22348 11.7%
 
5.0 19208 10.0%
 
1.0 6296 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6296 3.3%
 
2.0 22348 11.7%
 
3.0 109148 57.0%
 
4.0 34652 18.1%
 
5.0 19208 10.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6296 3.3%
 
2.0 22348 11.7%
 
3.0 109148 57.0%
 
4.0 34652 18.1%
 
5.0 19208 10.0%
 

KBA13_ANTG1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.2973
Minimum 0
Maximum 4
Zeros (%) 0.3%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.756
Coef of variation 0.32909
Kurtosis 0.18606
Mean 2.2973
MAD 0.60962
Skewness 0.4214
Sum 440280
Variance 0.57154
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 108693 56.7%
 
3.0 49273 25.7%
 
1.0 19181 10.0%
 
4.0 13973 7.3%
 
0.0 532 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 532 0.3%
 
1.0 19181 10.0%
 
2.0 108693 56.7%
 
3.0 49273 25.7%
 
4.0 13973 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 532 0.3%
 
1.0 19181 10.0%
 
2.0 108693 56.7%
 
3.0 49273 25.7%
 
4.0 13973 7.3%
 

KBA13_ANTG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8191
Minimum 0
Maximum 4
Zeros (%) 0.5%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.73732
Coef of variation 0.26154
Kurtosis 1.0214
Mean 2.8191
MAD 0.53888
Skewness -0.70748
Sum 540300
Variance 0.54365
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116105 60.6%
 
2.0 39530 20.6%
 
4.0 25948 13.5%
 
1.0 9128 4.8%
 
0.0 941 0.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 941 0.5%
 
1.0 9128 4.8%
 
2.0 39530 20.6%
 
3.0 116105 60.6%
 
4.0 25948 13.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 941 0.5%
 
1.0 9128 4.8%
 
2.0 39530 20.6%
 
3.0 116105 60.6%
 
4.0 25948 13.5%
 

KBA13_ANTG3
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.298
Minimum 0
Maximum 3
Zeros (%) 13.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.80993
Coef of variation 0.62399
Kurtosis -0.20942
Mean 1.298
MAD 0.65902
Skewness 0.42771
Sum 248760
Variance 0.65599
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 100864 52.6%
 
2.0 47973 25.0%
 
0.0 25498 13.3%
 
3.0 17317 9.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 25498 13.3%
 
1.0 100864 52.6%
 
2.0 47973 25.0%
 
3.0 17317 9.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 25498 13.3%
 
1.0 100864 52.6%
 
2.0 47973 25.0%
 
3.0 17317 9.0%
 

KBA13_ANTG4
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.38083
Minimum 0
Maximum 2
Zeros (%) 68.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 2
Maximum 2
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.59729
Coef of variation 1.5684
Kurtosis 0.67863
Mean 0.38083
MAD 0.51766
Skewness 1.3182
Sum 72986
Variance 0.35676
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 130257 68.0%
 
1.0 49804 26.0%
 
2.0 11591 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 130257 68.0%
 
1.0 49804 26.0%
 
2.0 11591 6.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 130257 68.0%
 
1.0 49804 26.0%
 
2.0 11591 6.0%
 

KBA13_AUDI
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1604
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83608
Coef of variation 0.26455
Kurtosis 0.72915
Mean 3.1604
MAD 0.5894
Skewness 0.1862
Sum 605690
Variance 0.69903
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113879 59.4%
 
4.0 34838 18.2%
 
2.0 22560 11.8%
 
5.0 14801 7.7%
 
1.0 5574 2.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5574 2.9%
 
2.0 22560 11.8%
 
3.0 113879 59.4%
 
4.0 34838 18.2%
 
5.0 14801 7.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5574 2.9%
 
2.0 22560 11.8%
 
3.0 113879 59.4%
 
4.0 34838 18.2%
 
5.0 14801 7.7%
 

KBA13_AUTOQUOTE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9928
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.82258
Coef of variation 0.27485
Kurtosis 0.99828
Mean 2.9928
MAD 0.48871
Skewness -0.00087749
Sum 573570
Variance 0.67663
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117258 61.2%
 
2.0 28420 14.8%
 
4.0 27543 14.4%
 
1.0 9342 4.9%
 
5.0 9089 4.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9342 4.9%
 
2.0 28420 14.8%
 
3.0 117258 61.2%
 
4.0 27543 14.4%
 
5.0 9089 4.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9342 4.9%
 
2.0 28420 14.8%
 
3.0 117258 61.2%
 
4.0 27543 14.4%
 
5.0 9089 4.7%
 

KBA13_BAUMAX
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.4617
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 1.1049
Coef of variation 0.7559
Kurtosis 4.4878
Mean 1.4617
MAD 0.74795
Skewness 2.413
Sum 280140
Variance 1.2208
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 155241 81.0%
 
2.0 13328 7.0%
 
5.0 12105 6.3%
 
3.0 6198 3.2%
 
4.0 4780 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 155241 81.0%
 
2.0 13328 7.0%
 
3.0 6198 3.2%
 
4.0 4780 2.5%
 
5.0 12105 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 155241 81.0%
 
2.0 13328 7.0%
 
3.0 6198 3.2%
 
4.0 4780 2.5%
 
5.0 12105 6.3%
 

KBA13_BJ_1999
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8459
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.80739
Coef of variation 0.2837
Kurtosis 0.90257
Mean 2.8459
MAD 0.56406
Skewness -0.13434
Sum 545420
Variance 0.65187
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115818 60.4%
 
2.0 36663 19.1%
 
4.0 21288 11.1%
 
1.0 12481 6.5%
 
5.0 5402 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12481 6.5%
 
2.0 36663 19.1%
 
3.0 115818 60.4%
 
4.0 21288 11.1%
 
5.0 5402 2.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12481 6.5%
 
2.0 36663 19.1%
 
3.0 115818 60.4%
 
4.0 21288 11.1%
 
5.0 5402 2.8%
 

KBA13_BJ_2000
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7919
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82337
Coef of variation 0.29491
Kurtosis 0.72434
Mean 2.7919
MAD 0.60256
Skewness -0.21195
Sum 535080
Variance 0.67794
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114127 59.5%
 
2.0 37646 19.6%
 
4.0 19646 10.3%
 
1.0 15585 8.1%
 
5.0 4648 2.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 15585 8.1%
 
2.0 37646 19.6%
 
3.0 114127 59.5%
 
4.0 19646 10.3%
 
5.0 4648 2.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15585 8.1%
 
2.0 37646 19.6%
 
3.0 114127 59.5%
 
4.0 19646 10.3%
 
5.0 4648 2.4%
 

KBA13_BJ_2004
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.018
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.78692
Coef of variation 0.26074
Kurtosis 1.0997
Mean 3.018
MAD 0.47127
Skewness 0.044426
Sum 578400
Variance 0.61924
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 118680 61.9%
 
4.0 29396 15.3%
 
2.0 28320 14.8%
 
5.0 8220 4.3%
 
1.0 7036 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7036 3.7%
 
2.0 28320 14.8%
 
3.0 118680 61.9%
 
4.0 29396 15.3%
 
5.0 8220 4.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7036 3.7%
 
2.0 28320 14.8%
 
3.0 118680 61.9%
 
4.0 29396 15.3%
 
5.0 8220 4.3%
 

KBA13_BJ_2006
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0881
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.78196
Coef of variation 0.25322
Kurtosis 1.0496
Mean 3.0881
MAD 0.51034
Skewness 0.12602
Sum 591840
Variance 0.61147
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 118235 61.7%
 
4.0 33312 17.4%
 
2.0 25019 13.1%
 
5.0 9690 5.1%
 
1.0 5396 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5396 2.8%
 
2.0 25019 13.1%
 
3.0 118235 61.7%
 
4.0 33312 17.4%
 
5.0 9690 5.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5396 2.8%
 
2.0 25019 13.1%
 
3.0 118235 61.7%
 
4.0 33312 17.4%
 
5.0 9690 5.1%
 

KBA13_BJ_2008
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7794
Minimum 0
Maximum 5
Zeros (%) 10.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2688
Coef of variation 0.45649
Kurtosis 0.45993
Mean 2.7794
MAD 0.89353
Skewness -0.62117
Sum 532680
Variance 1.6098
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 103944 54.2%
 
2.0 24206 12.6%
 
0.0 19625 10.2%
 
4.0 19500 10.2%
 
5.0 17514 9.1%
 
1.0 6863 3.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 19625 10.2%
 
1.0 6863 3.6%
 
2.0 24206 12.6%
 
3.0 103944 54.2%
 
4.0 19500 10.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6863 3.6%
 
2.0 24206 12.6%
 
3.0 103944 54.2%
 
4.0 19500 10.2%
 
5.0 17514 9.1%
 

KBA13_BJ_2009
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7759
Minimum 0
Maximum 5
Zeros (%) 8.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2648
Coef of variation 0.45564
Kurtosis 0.27717
Mean 2.7759
MAD 0.90003
Skewness -0.55751
Sum 532010
Variance 1.5998
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 106374 55.5%
 
4.0 19010 9.9%
 
5.0 17598 9.2%
 
2.0 16538 8.6%
 
0.0 16351 8.5%
 
1.0 15781 8.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 16351 8.5%
 
1.0 15781 8.2%
 
2.0 16538 8.6%
 
3.0 106374 55.5%
 
4.0 19010 9.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15781 8.2%
 
2.0 16538 8.6%
 
3.0 106374 55.5%
 
4.0 19010 9.9%
 
5.0 17598 9.2%
 

KBA13_BMW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.3411
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83763
Coef of variation 0.25071
Kurtosis 0.29459
Mean 3.3411
MAD 0.6697
Skewness 0.35422
Sum 640320
Variance 0.70163
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111125 58.0%
 
4.0 40287 21.0%
 
5.0 22682 11.8%
 
2.0 14829 7.7%
 
1.0 2729 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 2729 1.4%
 
2.0 14829 7.7%
 
3.0 111125 58.0%
 
4.0 40287 21.0%
 
5.0 22682 11.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 2729 1.4%
 
2.0 14829 7.7%
 
3.0 111125 58.0%
 
4.0 40287 21.0%
 
5.0 22682 11.8%
 

KBA13_CCM_0_1400
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3596
Minimum 0
Maximum 5
Zeros (%) 14.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2533
Coef of variation 0.53114
Kurtosis -0.16358
Mean 2.3596
MAD 1.0137
Skewness -0.56176
Sum 452230
Variance 1.5707
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 96248 50.2%
 
2.0 37090 19.4%
 
0.0 28511 14.9%
 
1.0 12155 6.3%
 
4.0 11092 5.8%
 
5.0 6556 3.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 28511 14.9%
 
1.0 12155 6.3%
 
2.0 37090 19.4%
 
3.0 96248 50.2%
 
4.0 11092 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12155 6.3%
 
2.0 37090 19.4%
 
3.0 96248 50.2%
 
4.0 11092 5.8%
 
5.0 6556 3.4%
 

KBA13_CCM_1000
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4497
Minimum 0
Maximum 5
Zeros (%) 10.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2346
Coef of variation 0.50398
Kurtosis -0.1776
Mean 2.4497
MAD 1.0065
Skewness -0.49093
Sum 469480
Variance 1.5242
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 102815 53.6%
 
1.0 25761 13.4%
 
2.0 22578 11.8%
 
0.0 19982 10.4%
 
4.0 12457 6.5%
 
5.0 8059 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 19982 10.4%
 
1.0 25761 13.4%
 
2.0 22578 11.8%
 
3.0 102815 53.6%
 
4.0 12457 6.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 25761 13.4%
 
2.0 22578 11.8%
 
3.0 102815 53.6%
 
4.0 12457 6.5%
 
5.0 8059 4.2%
 

KBA13_CCM_1200
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3758
Minimum 0
Maximum 5
Zeros (%) 15.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2807
Coef of variation 0.53905
Kurtosis -0.24677
Mean 2.3758
MAD 1.0409
Skewness -0.56196
Sum 455320
Variance 1.6401
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 98650 51.5%
 
2.0 31275 16.3%
 
0.0 29378 15.3%
 
1.0 13226 6.9%
 
4.0 12023 6.3%
 
5.0 7100 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 29378 15.3%
 
1.0 13226 6.9%
 
2.0 31275 16.3%
 
3.0 98650 51.5%
 
4.0 12023 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 13226 6.9%
 
2.0 31275 16.3%
 
3.0 98650 51.5%
 
4.0 12023 6.3%
 
5.0 7100 3.7%
 

KBA13_CCM_1400
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9058
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.80052
Coef of variation 0.27549
Kurtosis 0.94951
Mean 2.9058
MAD 0.53019
Skewness -0.049858
Sum 556900
Variance 0.64084
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115816 60.4%
 
2.0 35211 18.4%
 
4.0 24398 12.7%
 
1.0 9923 5.2%
 
5.0 6304 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9923 5.2%
 
2.0 35211 18.4%
 
3.0 115816 60.4%
 
4.0 24398 12.7%
 
5.0 6304 3.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9923 5.2%
 
2.0 35211 18.4%
 
3.0 115816 60.4%
 
4.0 24398 12.7%
 
5.0 6304 3.3%
 

KBA13_CCM_1401_2500
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9551
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.78715
Coef of variation 0.26637
Kurtosis 1.025
Mean 2.9551
MAD 0.49021
Skewness -0.19753
Sum 566340
Variance 0.61961
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117958 61.5%
 
4.0 29280 15.3%
 
2.0 29267 15.3%
 
1.0 9730 5.1%
 
5.0 5417 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9730 5.1%
 
2.0 29267 15.3%
 
3.0 117958 61.5%
 
4.0 29280 15.3%
 
5.0 5417 2.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9730 5.1%
 
2.0 29267 15.3%
 
3.0 117958 61.5%
 
4.0 29280 15.3%
 
5.0 5417 2.8%
 

KBA13_CCM_1500
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1562
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.3849
Coef of variation 0.64229
Kurtosis -1.1271
Mean 2.1562
MAD 1.2609
Skewness 0.65437
Sum 413250
Variance 1.9181
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 102544 53.5%
 
4.0 36375 19.0%
 
3.0 27491 14.3%
 
2.0 14493 7.6%
 
5.0 10749 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 102544 53.5%
 
2.0 14493 7.6%
 
3.0 27491 14.3%
 
4.0 36375 19.0%
 
5.0 10749 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 102544 53.5%
 
2.0 14493 7.6%
 
3.0 27491 14.3%
 
4.0 36375 19.0%
 
5.0 10749 5.6%
 

KBA13_CCM_1600
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9581
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.7835
Coef of variation 0.26487
Kurtosis 1.0558
Mean 2.9581
MAD 0.48715
Skewness 0.051775
Sum 566920
Variance 0.61388
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117507 61.3%
 
2.0 33449 17.5%
 
4.0 26082 13.6%
 
1.0 7474 3.9%
 
5.0 7140 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7474 3.9%
 
2.0 33449 17.5%
 
3.0 117507 61.3%
 
4.0 26082 13.6%
 
5.0 7140 3.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7474 3.9%
 
2.0 33449 17.5%
 
3.0 117507 61.3%
 
4.0 26082 13.6%
 
5.0 7140 3.7%
 

KBA13_CCM_1800
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5346
Minimum 0
Maximum 5
Zeros (%) 13.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2546
Coef of variation 0.49497
Kurtosis 0.18078
Mean 2.5346
MAD 0.97055
Skewness -0.62526
Sum 485760
Variance 1.5739
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 101813 53.1%
 
2.0 32244 16.8%
 
0.0 24878 13.0%
 
4.0 14621 7.6%
 
5.0 9814 5.1%
 
1.0 8282 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 24878 13.0%
 
1.0 8282 4.3%
 
2.0 32244 16.8%
 
3.0 101813 53.1%
 
4.0 14621 7.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8282 4.3%
 
2.0 32244 16.8%
 
3.0 101813 53.1%
 
4.0 14621 7.6%
 
5.0 9814 5.1%
 

KBA13_CCM_2000
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1679
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.79168
Coef of variation 0.24991
Kurtosis 0.82765
Mean 3.1679
MAD 0.56234
Skewness 0.26991
Sum 607130
Variance 0.62676
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116217 60.6%
 
4.0 36307 18.9%
 
2.0 22433 11.7%
 
5.0 12922 6.7%
 
1.0 3773 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 3773 2.0%
 
2.0 22433 11.7%
 
3.0 116217 60.6%
 
4.0 36307 18.9%
 
5.0 12922 6.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 3773 2.0%
 
2.0 22433 11.7%
 
3.0 116217 60.6%
 
4.0 36307 18.9%
 
5.0 12922 6.7%
 

KBA13_CCM_2500
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7753
Minimum 0
Maximum 5
Zeros (%) 8.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2436
Coef of variation 0.44808
Kurtosis 0.37025
Mean 2.7753
MAD 0.88452
Skewness -0.54394
Sum 531890
Variance 1.5464
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 105071 54.8%
 
2.0 20948 10.9%
 
4.0 18775 9.8%
 
5.0 17150 8.9%
 
0.0 15780 8.2%
 
1.0 13928 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15780 8.2%
 
1.0 13928 7.3%
 
2.0 20948 10.9%
 
3.0 105071 54.8%
 
4.0 18775 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 13928 7.3%
 
2.0 20948 10.9%
 
3.0 105071 54.8%
 
4.0 18775 9.8%
 
5.0 17150 8.9%
 

KBA13_CCM_2501
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8378
Minimum 0
Maximum 5
Zeros (%) 7.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 1.2484
Coef of variation 0.43992
Kurtosis 0.38593
Mean 2.8378
MAD 0.86024
Skewness -0.52142
Sum 543880
Variance 1.5586
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 105470 55.0%
 
5.0 20064 10.5%
 
4.0 18887 9.9%
 
2.0 18762 9.8%
 
0.0 14392 7.5%
 
1.0 14077 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14392 7.5%
 
1.0 14077 7.3%
 
2.0 18762 9.8%
 
3.0 105470 55.0%
 
4.0 18887 9.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14077 7.3%
 
2.0 18762 9.8%
 
3.0 105470 55.0%
 
4.0 18887 9.9%
 
5.0 20064 10.5%
 

KBA13_CCM_3000
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8686
Minimum 0
Maximum 5
Zeros (%) 4.8%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 1.1752
Coef of variation 0.40967
Kurtosis 0.47005
Mean 2.8686
MAD 0.79712
Skewness -0.42492
Sum 549770
Variance 1.381
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 106826 55.7%
 
2.0 19577 10.2%
 
4.0 19392 10.1%
 
5.0 18958 9.9%
 
1.0 17782 9.3%
 
0.0 9117 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 9117 4.8%
 
1.0 17782 9.3%
 
2.0 19577 10.2%
 
3.0 106826 55.7%
 
4.0 19392 10.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 17782 9.3%
 
2.0 19577 10.2%
 
3.0 106826 55.7%
 
4.0 19392 10.1%
 
5.0 18958 9.9%
 

KBA13_CCM_3001
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3711
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.5289
Coef of variation 0.64481
Kurtosis -1.4743
Mean 2.3711
MAD 1.4422
Skewness 0.41807
Sum 454420
Variance 2.3375
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 100787 52.6%
 
4.0 41514 21.7%
 
3.0 29546 15.4%
 
5.0 19776 10.3%
 
2.0 29 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 100787 52.6%
 
2.0 29 0.0%
 
3.0 29546 15.4%
 
4.0 41514 21.7%
 
5.0 19776 10.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 100787 52.6%
 
2.0 29 0.0%
 
3.0 29546 15.4%
 
4.0 41514 21.7%
 
5.0 19776 10.3%
 

KBA13_FAB_ASIEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.812
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.81864
Coef of variation 0.29112
Kurtosis 0.82967
Mean 2.812
MAD 0.58819
Skewness -0.15345
Sum 538930
Variance 0.67018
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114948 60.0%
 
2.0 37645 19.6%
 
4.0 19556 10.2%
 
1.0 14236 7.4%
 
5.0 5267 2.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14236 7.4%
 
2.0 37645 19.6%
 
3.0 114948 60.0%
 
4.0 19556 10.2%
 
5.0 5267 2.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14236 7.4%
 
2.0 37645 19.6%
 
3.0 114948 60.0%
 
4.0 19556 10.2%
 
5.0 5267 2.7%
 

KBA13_FAB_SONSTIGE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8559
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.81018
Coef of variation 0.28368
Kurtosis 0.97083
Mean 2.8559
MAD 0.55732
Skewness -0.11821
Sum 547350
Variance 0.65639
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117074 61.1%
 
2.0 35331 18.4%
 
4.0 20848 10.9%
 
1.0 12481 6.5%
 
5.0 5918 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12481 6.5%
 
2.0 35331 18.4%
 
3.0 117074 61.1%
 
4.0 20848 10.9%
 
5.0 5918 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12481 6.5%
 
2.0 35331 18.4%
 
3.0 117074 61.1%
 
4.0 20848 10.9%
 
5.0 5918 3.1%
 

KBA13_FIAT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1777
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82665
Coef of variation 0.26014
Kurtosis 0.69425
Mean 3.1777
MAD 0.59147
Skewness 0.27246
Sum 609020
Variance 0.68335
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114527 59.8%
 
4.0 34555 18.0%
 
2.0 22605 11.8%
 
5.0 15511 8.1%
 
1.0 4454 2.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 4454 2.3%
 
2.0 22605 11.8%
 
3.0 114527 59.8%
 
4.0 34555 18.0%
 
5.0 15511 8.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4454 2.3%
 
2.0 22605 11.8%
 
3.0 114527 59.8%
 
4.0 34555 18.0%
 
5.0 15511 8.1%
 

KBA13_FORD
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8952
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.91974
Coef of variation 0.31768
Kurtosis 0.48937
Mean 2.8952
MAD 0.62656
Skewness 0.031837
Sum 554870
Variance 0.84593
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 108181 56.4%
 
2.0 33925 17.7%
 
4.0 22627 11.8%
 
1.0 15656 8.2%
 
5.0 11263 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 15656 8.2%
 
2.0 33925 17.7%
 
3.0 108181 56.4%
 
4.0 22627 11.8%
 
5.0 11263 5.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15656 8.2%
 
2.0 33925 17.7%
 
3.0 108181 56.4%
 
4.0 22627 11.8%
 
5.0 11263 5.9%
 

KBA13_GBZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.4859
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.91681
Coef of variation 0.263
Kurtosis -0.22986
Mean 3.4859
MAD 0.77527
Skewness 0.20535
Sum 668090
Variance 0.84054
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 101958 53.2%
 
4.0 39632 20.7%
 
5.0 35612 18.6%
 
2.0 11177 5.8%
 
1.0 3273 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 3273 1.7%
 
2.0 11177 5.8%
 
3.0 101958 53.2%
 
4.0 39632 20.7%
 
5.0 35612 18.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 3273 1.7%
 
2.0 11177 5.8%
 
3.0 101958 53.2%
 
4.0 39632 20.7%
 
5.0 35612 18.6%
 

KBA13_HALTER_20
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8319
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.79688
Coef of variation 0.28139
Kurtosis 0.92757
Mean 2.8319
MAD 0.56448
Skewness -0.1158
Sum 542750
Variance 0.63502
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115722 60.4%
 
2.0 38657 20.2%
 
4.0 20211 10.5%
 
1.0 11972 6.2%
 
5.0 5090 2.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 11972 6.2%
 
2.0 38657 20.2%
 
3.0 115722 60.4%
 
4.0 20211 10.5%
 
5.0 5090 2.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11972 6.2%
 
2.0 38657 20.2%
 
3.0 115722 60.4%
 
4.0 20211 10.5%
 
5.0 5090 2.7%
 

KBA13_HALTER_25
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7184
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.8155
Coef of variation 0.29999
Kurtosis 0.65046
Mean 2.7184
MAD 0.62573
Skewness -0.31969
Sum 520990
Variance 0.66504
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115509 60.3%
 
2.0 38768 20.2%
 
1.0 18686 9.7%
 
4.0 15205 7.9%
 
5.0 3484 1.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 18686 9.7%
 
2.0 38768 20.2%
 
3.0 115509 60.3%
 
4.0 15205 7.9%
 
5.0 3484 1.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 18686 9.7%
 
2.0 38768 20.2%
 
3.0 115509 60.3%
 
4.0 15205 7.9%
 
5.0 3484 1.8%
 

KBA13_HALTER_30
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8167
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.87204
Coef of variation 0.3096
Kurtosis 0.70554
Mean 2.8167
MAD 0.62144
Skewness -0.064432
Sum 539820
Variance 0.76045
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112995 59.0%
 
2.0 35576 18.6%
 
4.0 18573 9.7%
 
1.0 16786 8.8%
 
5.0 7722 4.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 16786 8.8%
 
2.0 35576 18.6%
 
3.0 112995 59.0%
 
4.0 18573 9.7%
 
5.0 7722 4.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 16786 8.8%
 
2.0 35576 18.6%
 
3.0 112995 59.0%
 
4.0 18573 9.7%
 
5.0 7722 4.0%
 

KBA13_HALTER_35
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9406
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.91606
Coef of variation 0.31152
Kurtosis 0.47729
Mean 2.9406
MAD 0.60247
Skewness -0.021164
Sum 563570
Variance 0.83916
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 108132 56.4%
 
2.0 31050 16.2%
 
4.0 26476 13.8%
 
1.0 14700 7.7%
 
5.0 11294 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14700 7.7%
 
2.0 31050 16.2%
 
3.0 108132 56.4%
 
4.0 26476 13.8%
 
5.0 11294 5.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14700 7.7%
 
2.0 31050 16.2%
 
3.0 108132 56.4%
 
4.0 26476 13.8%
 
5.0 11294 5.9%
 

KBA13_HALTER_40
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0203
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.87678
Coef of variation 0.2903
Kurtosis 0.67381
Mean 3.0203
MAD 0.54644
Skewness 0.03383
Sum 578840
Variance 0.76874
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111591 58.2%
 
4.0 29175 15.2%
 
2.0 28437 14.8%
 
5.0 12012 6.3%
 
1.0 10437 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 10437 5.4%
 
2.0 28437 14.8%
 
3.0 111591 58.2%
 
4.0 29175 15.2%
 
5.0 12012 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 10437 5.4%
 
2.0 28437 14.8%
 
3.0 111591 58.2%
 
4.0 29175 15.2%
 
5.0 12012 6.3%
 

KBA13_HALTER_45
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.066
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.86594
Coef of variation 0.28244
Kurtosis 0.69458
Mean 3.066
MAD 0.56378
Skewness 0.083047
Sum 587600
Variance 0.74985
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112124 58.5%
 
4.0 30884 16.1%
 
2.0 26972 14.1%
 
5.0 13018 6.8%
 
1.0 8654 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8654 4.5%
 
2.0 26972 14.1%
 
3.0 112124 58.5%
 
4.0 30884 16.1%
 
5.0 13018 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8654 4.5%
 
2.0 26972 14.1%
 
3.0 112124 58.5%
 
4.0 30884 16.1%
 
5.0 13018 6.8%
 

KBA13_HALTER_50
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9283
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.87738
Coef of variation 0.29962
Kurtosis 0.63501
Mean 2.9283
MAD 0.57798
Skewness -0.019294
Sum 561220
Variance 0.76979
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 110528 57.7%
 
2.0 32773 17.1%
 
4.0 25887 13.5%
 
1.0 12945 6.8%
 
5.0 9519 5.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12945 6.8%
 
2.0 32773 17.1%
 
3.0 110528 57.7%
 
4.0 25887 13.5%
 
5.0 9519 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12945 6.8%
 
2.0 32773 17.1%
 
3.0 110528 57.7%
 
4.0 25887 13.5%
 
5.0 9519 5.0%
 

KBA13_HALTER_55
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.988
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.8816
Coef of variation 0.29505
Kurtosis 0.64315
Mean 2.988
MAD 0.54705
Skewness 0.045106
Sum 572650
Variance 0.77721
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 110825 57.8%
 
2.0 30682 16.0%
 
4.0 27427 14.3%
 
5.0 11597 6.1%
 
1.0 11121 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 11121 5.8%
 
2.0 30682 16.0%
 
3.0 110825 57.8%
 
4.0 27427 14.3%
 
5.0 11597 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11121 5.8%
 
2.0 30682 16.0%
 
3.0 110825 57.8%
 
4.0 27427 14.3%
 
5.0 11597 6.1%
 

KBA13_HALTER_60
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9892
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.87452
Coef of variation 0.29256
Kurtosis 0.68607
Mean 2.9892
MAD 0.5393
Skewness 0.027716
Sum 572880
Variance 0.76479
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111693 58.3%
 
2.0 30056 15.7%
 
4.0 27691 14.4%
 
5.0 11178 5.8%
 
1.0 11034 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 11034 5.8%
 
2.0 30056 15.7%
 
3.0 111693 58.3%
 
4.0 27691 14.4%
 
5.0 11178 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11034 5.8%
 
2.0 30056 15.7%
 
3.0 111693 58.3%
 
4.0 27691 14.4%
 
5.0 11178 5.8%
 

KBA13_HALTER_65
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2462
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83597
Coef of variation 0.25752
Kurtosis 0.56397
Mean 3.2462
MAD 0.62927
Skewness 0.28092
Sum 622140
Variance 0.69884
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113205 59.1%
 
4.0 37290 19.5%
 
2.0 18789 9.8%
 
5.0 18355 9.6%
 
1.0 4013 2.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 4013 2.1%
 
2.0 18789 9.8%
 
3.0 113205 59.1%
 
4.0 37290 19.5%
 
5.0 18355 9.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4013 2.1%
 
2.0 18789 9.8%
 
3.0 113205 59.1%
 
4.0 37290 19.5%
 
5.0 18355 9.6%
 

KBA13_HALTER_66
Highly correlated

This variable is highly correlated with KBA13_ALTERHALTER_61 and should be ignored for analysis

Correlation 0.93218

KBA13_HERST_ASIEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8242
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82257
Coef of variation 0.29125
Kurtosis 0.79445
Mean 2.8242
MAD 0.58627
Skewness -0.16852
Sum 541270
Variance 0.67662
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114602 59.8%
 
2.0 36659 19.1%
 
4.0 20876 10.9%
 
1.0 14233 7.4%
 
5.0 5282 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14233 7.4%
 
2.0 36659 19.1%
 
3.0 114602 59.8%
 
4.0 20876 10.9%
 
5.0 5282 2.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14233 7.4%
 
2.0 36659 19.1%
 
3.0 114602 59.8%
 
4.0 20876 10.9%
 
5.0 5282 2.8%
 

KBA13_HERST_AUDI_VW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0407
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.8341
Coef of variation 0.27431
Kurtosis 0.90784
Mean 3.0407
MAD 0.52011
Skewness 0.024671
Sum 582750
Variance 0.69572
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115654 60.3%
 
4.0 30416 15.9%
 
2.0 26364 13.8%
 
5.0 10545 5.5%
 
1.0 8673 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8673 4.5%
 
2.0 26364 13.8%
 
3.0 115654 60.3%
 
4.0 30416 15.9%
 
5.0 10545 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8673 4.5%
 
2.0 26364 13.8%
 
3.0 115654 60.3%
 
4.0 30416 15.9%
 
5.0 10545 5.5%
 

KBA13_HERST_BMW_BENZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.363
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83229
Coef of variation 0.24748
Kurtosis 0.29156
Mean 3.363
MAD 0.6723
Skewness 0.36597
Sum 644530
Variance 0.69271
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111562 58.2%
 
4.0 41075 21.4%
 
5.0 23372 12.2%
 
2.0 13040 6.8%
 
1.0 2603 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 2603 1.4%
 
2.0 13040 6.8%
 
3.0 111562 58.2%
 
4.0 41075 21.4%
 
5.0 23372 12.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 2603 1.4%
 
2.0 13040 6.8%
 
3.0 111562 58.2%
 
4.0 41075 21.4%
 
5.0 23372 12.2%
 

KBA13_HERST_EUROPA
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0363
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.88083
Coef of variation 0.2901
Kurtosis 0.65088
Mean 3.0363
MAD 0.55843
Skewness 0.084763
Sum 581910
Variance 0.77586
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111460 58.2%
 
4.0 28723 15.0%
 
2.0 28551 14.9%
 
5.0 13154 6.9%
 
1.0 9764 5.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9764 5.1%
 
2.0 28551 14.9%
 
3.0 111460 58.2%
 
4.0 28723 15.0%
 
5.0 13154 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9764 5.1%
 
2.0 28551 14.9%
 
3.0 111460 58.2%
 
4.0 28723 15.0%
 
5.0 13154 6.9%
 

KBA13_HERST_FORD_OPEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.863
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94084
Coef of variation 0.32862
Kurtosis 0.33129
Mean 2.863
MAD 0.66298
Skewness -0.034197
Sum 548700
Variance 0.88517
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 105699 55.2%
 
2.0 33320 17.4%
 
4.0 23537 12.3%
 
1.0 18666 9.7%
 
5.0 10430 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 18666 9.7%
 
2.0 33320 17.4%
 
3.0 105699 55.2%
 
4.0 23537 12.3%
 
5.0 10430 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 18666 9.7%
 
2.0 33320 17.4%
 
3.0 105699 55.2%
 
4.0 23537 12.3%
 
5.0 10430 5.4%
 

KBA13_HERST_SONST
Highly correlated

This variable is highly correlated with KBA13_FAB_SONSTIGE and should be ignored for analysis

Correlation 1

KBA13_HHZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.4361
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.84308
Coef of variation 0.24536
Kurtosis -0.13255
Mean 3.4361
MAD 0.70693
Skewness 0.51256
Sum 658540
Variance 0.71078
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111487 58.2%
 
4.0 38221 19.9%
 
5.0 29535 15.4%
 
2.0 11108 5.8%
 
1.0 1301 0.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1301 0.7%
 
2.0 11108 5.8%
 
3.0 111487 58.2%
 
4.0 38221 19.9%
 
5.0 29535 15.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 1301 0.7%
 
2.0 11108 5.8%
 
3.0 111487 58.2%
 
4.0 38221 19.9%
 
5.0 29535 15.4%
 

KBA13_KMH_0_140
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4058
Minimum 0
Maximum 5
Zeros (%) 11.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.3529
Coef of variation 0.56236
Kurtosis -0.7278
Mean 2.4058
MAD 1.1593
Skewness -0.3246
Sum 461070
Variance 1.8304
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 101212 52.8%
 
1.0 41680 21.7%
 
0.0 21541 11.2%
 
4.0 15328 8.0%
 
5.0 10221 5.3%
 
2.0 1670 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 21541 11.2%
 
1.0 41680 21.7%
 
2.0 1670 0.9%
 
3.0 101212 52.8%
 
4.0 15328 8.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 41680 21.7%
 
2.0 1670 0.9%
 
3.0 101212 52.8%
 
4.0 15328 8.0%
 
5.0 10221 5.3%
 

KBA13_KMH_110
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2072
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.55927
Coef of variation 0.46328
Kurtosis 5.0952
Mean 1.2072
MAD 0.35929
Skewness 2.5693
Sum 231360
Variance 0.31278
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 166176 86.7%
 
3.0 14232 7.4%
 
2.0 11244 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 166176 86.7%
 
2.0 11244 5.9%
 
3.0 14232 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 166176 86.7%
 
2.0 11244 5.9%
 
3.0 14232 7.4%
 

KBA13_KMH_140
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.2001
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.3656
Coef of variation 0.6207
Kurtosis -1.1089
Mean 2.2001
MAD 1.2324
Skewness 0.61345
Sum 421650
Variance 1.8648
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 94965 49.6%
 
4.0 35044 18.3%
 
3.0 29866 15.6%
 
2.0 20659 10.8%
 
5.0 11118 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 94965 49.6%
 
2.0 20659 10.8%
 
3.0 29866 15.6%
 
4.0 35044 18.3%
 
5.0 11118 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 94965 49.6%
 
2.0 20659 10.8%
 
3.0 29866 15.6%
 
4.0 35044 18.3%
 
5.0 11118 5.8%
 

KBA13_KMH_140_210
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7648
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.85154
Coef of variation 0.308
Kurtosis 0.57762
Mean 2.7648
MAD 0.63399
Skewness -0.23698
Sum 529870
Variance 0.72513
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113089 59.0%
 
2.0 36066 18.8%
 
4.0 18826 9.8%
 
1.0 18796 9.8%
 
5.0 4875 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 18796 9.8%
 
2.0 36066 18.8%
 
3.0 113089 59.0%
 
4.0 18826 9.8%
 
5.0 4875 2.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 18796 9.8%
 
2.0 36066 18.8%
 
3.0 113089 59.0%
 
4.0 18826 9.8%
 
5.0 4875 2.5%
 

KBA13_KMH_180
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8025
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.84013
Coef of variation 0.29978
Kurtosis 0.63896
Mean 2.8025
MAD 0.611
Skewness -0.22289
Sum 537110
Variance 0.70582
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113066 59.0%
 
2.0 36007 18.8%
 
4.0 21193 11.1%
 
1.0 16451 8.6%
 
5.0 4935 2.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 16451 8.6%
 
2.0 36007 18.8%
 
3.0 113066 59.0%
 
4.0 21193 11.1%
 
5.0 4935 2.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 16451 8.6%
 
2.0 36007 18.8%
 
3.0 113066 59.0%
 
4.0 21193 11.1%
 
5.0 4935 2.6%
 

KBA13_KMH_210
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1011
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.79554
Coef of variation 0.25653
Kurtosis 0.99046
Mean 3.1011
MAD 0.52702
Skewness 0.14497
Sum 594340
Variance 0.63289
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117446 61.3%
 
4.0 33351 17.4%
 
2.0 24506 12.8%
 
5.0 10808 5.6%
 
1.0 5541 2.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5541 2.9%
 
2.0 24506 12.8%
 
3.0 117446 61.3%
 
4.0 33351 17.4%
 
5.0 10808 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5541 2.9%
 
2.0 24506 12.8%
 
3.0 117446 61.3%
 
4.0 33351 17.4%
 
5.0 10808 5.6%
 

KBA13_KMH_211
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8136
Minimum 0
Maximum 5
Zeros (%) 10.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2974
Coef of variation 0.46112
Kurtosis 0.3867
Mean 2.8136
MAD 0.90186
Skewness -0.59487
Sum 539230
Variance 1.6833
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 103051 53.8%
 
2.0 22926 12.0%
 
5.0 20539 10.7%
 
0.0 20007 10.4%
 
4.0 18800 9.8%
 
1.0 6329 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 20007 10.4%
 
1.0 6329 3.3%
 
2.0 22926 12.0%
 
3.0 103051 53.8%
 
4.0 18800 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6329 3.3%
 
2.0 22926 12.0%
 
3.0 103051 53.8%
 
4.0 18800 9.8%
 
5.0 20539 10.7%
 

KBA13_KMH_250
Highly correlated

This variable is highly correlated with KBA13_KMH_211 and should be ignored for analysis

Correlation 0.96209

KBA13_KMH_251
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2496
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.65205
Coef of variation 0.5218
Kurtosis 3.2151
Mean 1.2496
MAD 0.434
Skewness 2.2698
Sum 239490
Variance 0.42517
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 166604 86.9%
 
3.0 22793 11.9%
 
2.0 2255 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 166604 86.9%
 
2.0 2255 1.2%
 
3.0 22793 11.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 166604 86.9%
 
2.0 2255 1.2%
 
3.0 22793 11.9%
 

KBA13_KRSAQUOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9974
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.85198
Coef of variation 0.28424
Kurtosis 0.80195
Mean 2.9974
MAD 0.51456
Skewness 0.027607
Sum 574460
Variance 0.72587
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113728 59.3%
 
2.0 29461 15.4%
 
4.0 28066 14.6%
 
5.0 10422 5.4%
 
1.0 9975 5.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9975 5.2%
 
2.0 29461 15.4%
 
3.0 113728 59.3%
 
4.0 28066 14.6%
 
5.0 10422 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9975 5.2%
 
2.0 29461 15.4%
 
3.0 113728 59.3%
 
4.0 28066 14.6%
 
5.0 10422 5.4%
 

KBA13_KRSHERST_AUDI_VW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0638
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.84219
Coef of variation 0.27488
Kurtosis 0.77081
Mean 3.0638
MAD 0.54708
Skewness 0.016155
Sum 587190
Variance 0.70928
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112597 58.8%
 
4.0 33418 17.4%
 
2.0 26417 13.8%
 
5.0 10918 5.7%
 
1.0 8302 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8302 4.3%
 
2.0 26417 13.8%
 
3.0 112597 58.8%
 
4.0 33418 17.4%
 
5.0 10918 5.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8302 4.3%
 
2.0 26417 13.8%
 
3.0 112597 58.8%
 
4.0 33418 17.4%
 
5.0 10918 5.7%
 

KBA13_KRSHERST_BMW_BENZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1965
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82136
Coef of variation 0.25696
Kurtosis 0.70533
Mean 3.1965
MAD 0.59499
Skewness 0.29943
Sum 612610
Variance 0.67463
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115391 60.2%
 
4.0 34919 18.2%
 
2.0 21198 11.1%
 
5.0 16056 8.4%
 
1.0 4088 2.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 4088 2.1%
 
2.0 21198 11.1%
 
3.0 115391 60.2%
 
4.0 34919 18.2%
 
5.0 16056 8.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4088 2.1%
 
2.0 21198 11.1%
 
3.0 115391 60.2%
 
4.0 34919 18.2%
 
5.0 16056 8.4%
 

KBA13_KRSHERST_FORD_OPEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8731
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.90915
Coef of variation 0.31644
Kurtosis 0.45878
Mean 2.8731
MAD 0.63186
Skewness -0.076813
Sum 550630
Variance 0.82655
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 108241 56.5%
 
2.0 32947 17.2%
 
4.0 24435 12.7%
 
1.0 16969 8.9%
 
5.0 9060 4.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 16969 8.9%
 
2.0 32947 17.2%
 
3.0 108241 56.5%
 
4.0 24435 12.7%
 
5.0 9060 4.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 16969 8.9%
 
2.0 32947 17.2%
 
3.0 108241 56.5%
 
4.0 24435 12.7%
 
5.0 9060 4.7%
 

KBA13_KRSSEG_KLEIN
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9829
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 2
Median 2
Q3 2
95-th percentile 2
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.23891
Coef of variation 0.12048
Kurtosis 14.283
Mean 1.9829
MAD 0.073157
Skewness -1.0363
Sum 380040
Variance 0.057079
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 180657 94.3%
 
1.0 7132 3.7%
 
3.0 3863 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7132 3.7%
 
2.0 180657 94.3%
 
3.0 3863 2.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7132 3.7%
 
2.0 180657 94.3%
 
3.0 3863 2.0%
 

KBA13_KRSSEG_OBER
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0185
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.46103
Coef of variation 0.22841
Kurtosis 1.7306
Mean 2.0185
MAD 0.2268
Skewness 0.059553
Sum 386840
Variance 0.21255
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 150932 78.8%
 
3.0 22142 11.6%
 
1.0 18551 9.7%
 
0.0 27 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 27 0.0%
 
1.0 18551 9.7%
 
2.0 150932 78.8%
 
3.0 22142 11.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 27 0.0%
 
1.0 18551 9.7%
 
2.0 150932 78.8%
 
3.0 22142 11.6%
 

KBA13_KRSSEG_VAN
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9859
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.50606
Coef of variation 0.25482
Kurtosis 0.95612
Mean 1.9859
MAD 0.26594
Skewness -0.039596
Sum 380610
Variance 0.2561
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 142713 74.5%
 
1.0 25726 13.4%
 
3.0 23153 12.1%
 
0.0 60 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 60 0.0%
 
1.0 25726 13.4%
 
2.0 142713 74.5%
 
3.0 23153 12.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 60 0.0%
 
1.0 25726 13.4%
 
2.0 142713 74.5%
 
3.0 23153 12.1%
 

KBA13_KRSZUL_NEU
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2
Minimum 0
Maximum 3
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.63319
Coef of variation 0.3166
Kurtosis 0.53655
Mean 2
MAD 0.37302
Skewness -0.32999
Sum 383300
Variance 0.40093
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 122841 64.1%
 
3.0 35741 18.6%
 
1.0 30394 15.9%
 
0.0 2676 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2676 1.4%
 
1.0 30394 15.9%
 
2.0 122841 64.1%
 
3.0 35741 18.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 2676 1.4%
 
1.0 30394 15.9%
 
2.0 122841 64.1%
 
3.0 35741 18.6%
 

KBA13_KW_0_60
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8298
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82373
Coef of variation 0.29109
Kurtosis 0.77579
Mean 2.8298
MAD 0.58489
Skewness -0.18677
Sum 542340
Variance 0.67853
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114546 59.8%
 
2.0 35992 18.8%
 
4.0 21619 11.3%
 
1.0 14308 7.5%
 
5.0 5187 2.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14308 7.5%
 
2.0 35992 18.8%
 
3.0 114546 59.8%
 
4.0 21619 11.3%
 
5.0 5187 2.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14308 7.5%
 
2.0 35992 18.8%
 
3.0 114546 59.8%
 
4.0 21619 11.3%
 
5.0 5187 2.7%
 

KBA13_KW_110
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7122
Minimum 0
Maximum 5
Zeros (%) 10.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2327
Coef of variation 0.4545
Kurtosis 0.50513
Mean 2.7122
MAD 0.89241
Skewness -0.6248
Sum 519800
Variance 1.5196
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 105134 54.9%
 
2.0 27043 14.1%
 
0.0 19148 10.0%
 
4.0 17862 9.3%
 
5.0 14100 7.4%
 
1.0 8365 4.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 19148 10.0%
 
1.0 8365 4.4%
 
2.0 27043 14.1%
 
3.0 105134 54.9%
 
4.0 17862 9.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8365 4.4%
 
2.0 27043 14.1%
 
3.0 105134 54.9%
 
4.0 17862 9.3%
 
5.0 14100 7.4%
 

KBA13_KW_120
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.64
Minimum 0
Maximum 5
Zeros (%) 9.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.3478
Coef of variation 0.51052
Kurtosis -0.40077
Mean 2.64
MAD 1.0571
Skewness -0.40667
Sum 505960
Variance 1.8165
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 101960 53.2%
 
1.0 32251 16.8%
 
4.0 18997 9.9%
 
0.0 17157 9.0%
 
5.0 16423 8.6%
 
2.0 4864 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 17157 9.0%
 
1.0 32251 16.8%
 
2.0 4864 2.5%
 
3.0 101960 53.2%
 
4.0 18997 9.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 32251 16.8%
 
2.0 4864 2.5%
 
3.0 101960 53.2%
 
4.0 18997 9.9%
 
5.0 16423 8.6%
 

KBA13_KW_121
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8358
Minimum 0
Maximum 5
Zeros (%) 7.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2661
Coef of variation 0.44647
Kurtosis 0.32157
Mean 2.8358
MAD 0.87872
Skewness -0.51824
Sum 543480
Variance 1.603
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 103487 54.0%
 
5.0 20655 10.8%
 
2.0 19460 10.2%
 
4.0 19330 10.1%
 
0.0 15218 7.9%
 
1.0 13502 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15218 7.9%
 
1.0 13502 7.0%
 
2.0 19460 10.2%
 
3.0 103487 54.0%
 
4.0 19330 10.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 13502 7.0%
 
2.0 19460 10.2%
 
3.0 103487 54.0%
 
4.0 19330 10.1%
 
5.0 20655 10.8%
 

KBA13_KW_30
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2644
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.57368
Coef of variation 0.45372
Kurtosis 3.0263
Mean 1.2644
MAD 0.42457
Skewness 2.0589
Sum 242320
Variance 0.32911
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 153881 80.3%
 
2.0 24871 13.0%
 
3.0 12900 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 153881 80.3%
 
2.0 24871 13.0%
 
3.0 12900 6.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 153881 80.3%
 
2.0 24871 13.0%
 
3.0 12900 6.7%
 

KBA13_KW_40
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4074
Minimum 0
Maximum 5
Zeros (%) 10.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.218
Coef of variation 0.50594
Kurtosis -0.2252
Mean 2.4074
MAD 1.0049
Skewness -0.46227
Sum 461390
Variance 1.4836
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 100287 52.3%
 
1.0 27705 14.5%
 
2.0 25440 13.3%
 
0.0 19498 10.2%
 
4.0 11668 6.1%
 
5.0 7054 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 19498 10.2%
 
1.0 27705 14.5%
 
2.0 25440 13.3%
 
3.0 100287 52.3%
 
4.0 11668 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 27705 14.5%
 
2.0 25440 13.3%
 
3.0 100287 52.3%
 
4.0 11668 6.1%
 
5.0 7054 3.7%
 

KBA13_KW_50
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3924
Minimum 0
Maximum 5
Zeros (%) 15.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2634
Coef of variation 0.52811
Kurtosis -0.099867
Mean 2.3924
MAD 1.0125
Skewness -0.59181
Sum 458500
Variance 1.5962
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 97755 51.0%
 
2.0 36567 19.1%
 
0.0 29204 15.2%
 
4.0 11741 6.1%
 
1.0 9197 4.8%
 
5.0 7188 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 29204 15.2%
 
1.0 9197 4.8%
 
2.0 36567 19.1%
 
3.0 97755 51.0%
 
4.0 11741 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9197 4.8%
 
2.0 36567 19.1%
 
3.0 97755 51.0%
 
4.0 11741 6.1%
 
5.0 7188 3.8%
 

KBA13_KW_60
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3885
Minimum 0
Maximum 5
Zeros (%) 12.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2382
Coef of variation 0.51839
Kurtosis -0.13538
Mean 2.3885
MAD 1.0041
Skewness -0.51877
Sum 457760
Variance 1.5331
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 96303 50.2%
 
2.0 34854 18.2%
 
0.0 24799 12.9%
 
1.0 16890 8.8%
 
4.0 11782 6.1%
 
5.0 7024 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 24799 12.9%
 
1.0 16890 8.8%
 
2.0 34854 18.2%
 
3.0 96303 50.2%
 
4.0 11782 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 16890 8.8%
 
2.0 34854 18.2%
 
3.0 96303 50.2%
 
4.0 11782 6.1%
 
5.0 7024 3.7%
 

KBA13_KW_61_120
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0622
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.79087
Coef of variation 0.25827
Kurtosis 1.064
Mean 3.0622
MAD 0.50087
Skewness 0.063367
Sum 586870
Variance 0.62547
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 118130 61.6%
 
4.0 32120 16.8%
 
2.0 25705 13.4%
 
5.0 9223 4.8%
 
1.0 6474 3.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6474 3.4%
 
2.0 25705 13.4%
 
3.0 118130 61.6%
 
4.0 32120 16.8%
 
5.0 9223 4.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6474 3.4%
 
2.0 25705 13.4%
 
3.0 118130 61.6%
 
4.0 32120 16.8%
 
5.0 9223 4.8%
 

KBA13_KW_70
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4545
Minimum 0
Maximum 5
Zeros (%) 14.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2552
Coef of variation 0.51139
Kurtosis 0.031962
Mean 2.4545
MAD 0.99291
Skewness -0.61849
Sum 470410
Variance 1.5756
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 99592 52.0%
 
2.0 34903 18.2%
 
0.0 27083 14.1%
 
4.0 13320 7.0%
 
1.0 8805 4.6%
 
5.0 7949 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 27083 14.1%
 
1.0 8805 4.6%
 
2.0 34903 18.2%
 
3.0 99592 52.0%
 
4.0 13320 7.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 8805 4.6%
 
2.0 34903 18.2%
 
3.0 99592 52.0%
 
4.0 13320 7.0%
 
5.0 7949 4.1%
 

KBA13_KW_80
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4653
Minimum 0
Maximum 5
Zeros (%) 12.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2321
Coef of variation 0.49976
Kurtosis 0.041824
Mean 2.4653
MAD 0.97981
Skewness -0.57247
Sum 472480
Variance 1.518
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 99766 52.1%
 
2.0 33083 17.3%
 
0.0 23396 12.2%
 
1.0 14209 7.4%
 
4.0 13186 6.9%
 
5.0 8012 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 23396 12.2%
 
1.0 14209 7.4%
 
2.0 33083 17.3%
 
3.0 99766 52.1%
 
4.0 13186 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14209 7.4%
 
2.0 33083 17.3%
 
3.0 99766 52.1%
 
4.0 13186 6.9%
 
5.0 8012 4.2%
 

KBA13_KW_90
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5776
Minimum 0
Maximum 5
Zeros (%) 12.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2498
Coef of variation 0.48484
Kurtosis 0.27239
Mean 2.5776
MAD 0.95324
Skewness -0.62443
Sum 494010
Variance 1.5619
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 102122 53.3%
 
2.0 31971 16.7%
 
0.0 23538 12.3%
 
4.0 15458 8.1%
 
5.0 10827 5.6%
 
1.0 7736 4.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 23538 12.3%
 
1.0 7736 4.0%
 
2.0 31971 16.7%
 
3.0 102122 53.3%
 
4.0 15458 8.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7736 4.0%
 
2.0 31971 16.7%
 
3.0 102122 53.3%
 
4.0 15458 8.1%
 
5.0 10827 5.6%
 

KBA13_MAZDA
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9645
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.83781
Coef of variation 0.28261
Kurtosis 0.85222
Mean 2.9645
MAD 0.52406
Skewness 0.077163
Sum 568160
Variance 0.70192
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114076 59.5%
 
2.0 32851 17.1%
 
4.0 25662 13.4%
 
5.0 9629 5.0%
 
1.0 9434 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9434 4.9%
 
2.0 32851 17.1%
 
3.0 114076 59.5%
 
4.0 25662 13.4%
 
5.0 9629 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9434 4.9%
 
2.0 32851 17.1%
 
3.0 114076 59.5%
 
4.0 25662 13.4%
 
5.0 9629 5.0%
 

KBA13_MERCEDES
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.3032
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.81941
Coef of variation 0.24807
Kurtosis 0.49094
Mean 3.3032
MAD 0.64028
Skewness 0.35871
Sum 633060
Variance 0.67144
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113798 59.4%
 
4.0 39555 20.6%
 
5.0 19915 10.4%
 
2.0 15485 8.1%
 
1.0 2899 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 2899 1.5%
 
2.0 15485 8.1%
 
3.0 113798 59.4%
 
4.0 39555 20.6%
 
5.0 19915 10.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 2899 1.5%
 
2.0 15485 8.1%
 
3.0 113798 59.4%
 
4.0 39555 20.6%
 
5.0 19915 10.4%
 

KBA13_MOTOR
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8351
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.67584
Coef of variation 0.23838
Kurtosis 1.6267
Mean 2.8351
MAD 0.45629
Skewness -1.0282
Sum 543360
Variance 0.45676
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 135599 70.8%
 
2.0 25478 13.3%
 
4.0 18343 9.6%
 
1.0 12232 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12232 6.4%
 
2.0 25478 13.3%
 
3.0 135599 70.8%
 
4.0 18343 9.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12232 6.4%
 
2.0 25478 13.3%
 
3.0 135599 70.8%
 
4.0 18343 9.6%
 

KBA13_NISSAN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8662
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.84535
Coef of variation 0.29494
Kurtosis 0.74469
Mean 2.8662
MAD 0.58587
Skewness -0.019052
Sum 549310
Variance 0.71461
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111778 58.3%
 
2.0 37341 19.5%
 
4.0 22362 11.7%
 
1.0 12752 6.7%
 
5.0 7419 3.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12752 6.7%
 
2.0 37341 19.5%
 
3.0 111778 58.3%
 
4.0 22362 11.7%
 
5.0 7419 3.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12752 6.7%
 
2.0 37341 19.5%
 
3.0 111778 58.3%
 
4.0 22362 11.7%
 
5.0 7419 3.9%
 

KBA13_OPEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8962
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.93895
Coef of variation 0.32421
Kurtosis 0.35802
Mean 2.8962
MAD 0.64519
Skewness -0.025391
Sum 555060
Variance 0.88164
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 106074 55.3%
 
2.0 32334 16.9%
 
4.0 24759 12.9%
 
1.0 17324 9.0%
 
5.0 11161 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 17324 9.0%
 
2.0 32334 16.9%
 
3.0 106074 55.3%
 
4.0 24759 12.9%
 
5.0 11161 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 17324 9.0%
 
2.0 32334 16.9%
 
3.0 106074 55.3%
 
4.0 24759 12.9%
 
5.0 11161 5.8%
 

KBA13_PEUGEOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0951
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.86653
Coef of variation 0.27997
Kurtosis 0.67686
Mean 3.0951
MAD 0.57902
Skewness 0.1245
Sum 593180
Variance 0.75088
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112360 58.6%
 
4.0 31281 16.3%
 
2.0 25895 13.5%
 
5.0 14268 7.4%
 
1.0 7848 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7848 4.1%
 
2.0 25895 13.5%
 
3.0 112360 58.6%
 
4.0 31281 16.3%
 
5.0 14268 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7848 4.1%
 
2.0 25895 13.5%
 
3.0 112360 58.6%
 
4.0 31281 16.3%
 
5.0 14268 7.4%
 

KBA13_RENAULT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9152
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.85972
Coef of variation 0.29491
Kurtosis 0.75389
Mean 2.9152
MAD 0.56752
Skewness -0.0081834
Sum 558700
Variance 0.73912
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112733 58.8%
 
2.0 33417 17.4%
 
4.0 24131 12.6%
 
1.0 12427 6.5%
 
5.0 8944 4.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12427 6.5%
 
2.0 33417 17.4%
 
3.0 112733 58.8%
 
4.0 24131 12.6%
 
5.0 8944 4.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12427 6.5%
 
2.0 33417 17.4%
 
3.0 112733 58.8%
 
4.0 24131 12.6%
 
5.0 8944 4.7%
 

KBA13_SEG_GELAENDEWAGEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1062
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.80485
Coef of variation 0.25912
Kurtosis 0.98201
Mean 3.1062
MAD 0.53408
Skewness 0.17162
Sum 595300
Variance 0.64779
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117750 61.4%
 
4.0 32294 16.9%
 
2.0 24139 12.6%
 
5.0 11782 6.1%
 
1.0 5687 3.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5687 3.0%
 
2.0 24139 12.6%
 
3.0 117750 61.4%
 
4.0 32294 16.9%
 
5.0 11782 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5687 3.0%
 
2.0 24139 12.6%
 
3.0 117750 61.4%
 
4.0 32294 16.9%
 
5.0 11782 6.1%
 

KBA13_SEG_GROSSRAUMVANS
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2258
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83519
Coef of variation 0.25891
Kurtosis 0.63651
Mean 3.2258
MAD 0.61884
Skewness 0.24611
Sum 618220
Variance 0.69755
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113660 59.3%
 
4.0 36893 19.2%
 
2.0 19278 10.1%
 
5.0 17324 9.0%
 
1.0 4497 2.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 4497 2.3%
 
2.0 19278 10.1%
 
3.0 113660 59.3%
 
4.0 36893 19.2%
 
5.0 17324 9.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4497 2.3%
 
2.0 19278 10.1%
 
3.0 113660 59.3%
 
4.0 36893 19.2%
 
5.0 17324 9.0%
 

KBA13_SEG_KLEINST
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.866
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.86868
Coef of variation 0.3031
Kurtosis 0.64609
Mean 2.866
MAD 0.60099
Skewness -0.10832
Sum 549270
Variance 0.75461
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111783 58.3%
 
2.0 33657 17.6%
 
4.0 23480 12.3%
 
1.0 15244 8.0%
 
5.0 7488 3.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 15244 8.0%
 
2.0 33657 17.6%
 
3.0 111783 58.3%
 
4.0 23480 12.3%
 
5.0 7488 3.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15244 8.0%
 
2.0 33657 17.6%
 
3.0 111783 58.3%
 
4.0 23480 12.3%
 
5.0 7488 3.9%
 

KBA13_SEG_KLEINWAGEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8248
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83698
Coef of variation 0.29629
Kurtosis 0.72632
Mean 2.8248
MAD 0.59574
Skewness -0.20552
Sum 541390
Variance 0.70053
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114364 59.7%
 
2.0 34770 18.1%
 
4.0 21568 11.3%
 
1.0 15567 8.1%
 
5.0 5383 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 15567 8.1%
 
2.0 34770 18.1%
 
3.0 114364 59.7%
 
4.0 21568 11.3%
 
5.0 5383 2.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 15567 8.1%
 
2.0 34770 18.1%
 
3.0 114364 59.7%
 
4.0 21568 11.3%
 
5.0 5383 2.8%
 

KBA13_SEG_KOMPAKTKLASSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8125
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.79574
Coef of variation 0.28293
Kurtosis 0.95927
Mean 2.8125
MAD 0.56806
Skewness -0.22236
Sum 539020
Variance 0.6332
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 118080 61.6%
 
2.0 36491 19.0%
 
4.0 18907 9.9%
 
1.0 13676 7.1%
 
5.0 4498 2.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 13676 7.1%
 
2.0 36491 19.0%
 
3.0 118080 61.6%
 
4.0 18907 9.9%
 
5.0 4498 2.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 13676 7.1%
 
2.0 36491 19.0%
 
3.0 118080 61.6%
 
4.0 18907 9.9%
 
5.0 4498 2.3%
 

KBA13_SEG_MINIVANS
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0597
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.83674
Coef of variation 0.27347
Kurtosis 0.85062
Mean 3.0597
MAD 0.5347
Skewness 0.12128
Sum 586400
Variance 0.70013
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115037 60.0%
 
4.0 29945 15.6%
 
2.0 27254 14.2%
 
5.0 11895 6.2%
 
1.0 7521 3.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7521 3.9%
 
2.0 27254 14.2%
 
3.0 115037 60.0%
 
4.0 29945 15.6%
 
5.0 11895 6.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7521 3.9%
 
2.0 27254 14.2%
 
3.0 115037 60.0%
 
4.0 29945 15.6%
 
5.0 11895 6.2%
 

KBA13_SEG_MINIWAGEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0837
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.81269
Coef of variation 0.26354
Kurtosis 0.95305
Mean 3.0837
MAD 0.52872
Skewness 0.14195
Sum 591000
Variance 0.66046
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116923 61.0%
 
4.0 31445 16.4%
 
2.0 25553 13.3%
 
5.0 11404 6.0%
 
1.0 6327 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6327 3.3%
 
2.0 25553 13.3%
 
3.0 116923 61.0%
 
4.0 31445 16.4%
 
5.0 11404 6.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6327 3.3%
 
2.0 25553 13.3%
 
3.0 116923 61.0%
 
4.0 31445 16.4%
 
5.0 11404 6.0%
 

KBA13_SEG_MITTELKLASSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9862
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.8336
Coef of variation 0.27915
Kurtosis 0.87698
Mean 2.9862
MAD 0.50708
Skewness 0.044945
Sum 572310
Variance 0.69489
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114800 59.9%
 
2.0 30709 16.0%
 
4.0 27356 14.3%
 
5.0 9570 5.0%
 
1.0 9217 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9217 4.8%
 
2.0 30709 16.0%
 
3.0 114800 59.9%
 
4.0 27356 14.3%
 
5.0 9570 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9217 4.8%
 
2.0 30709 16.0%
 
3.0 114800 59.9%
 
4.0 27356 14.3%
 
5.0 9570 5.0%
 

KBA13_SEG_OBEREMITTELKLASSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2602
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.8158
Coef of variation 0.25023
Kurtosis 0.60257
Mean 3.2602
MAD 0.61912
Skewness 0.36181
Sum 624820
Variance 0.66554
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115417 60.2%
 
4.0 37215 19.4%
 
5.0 18275 9.5%
 
2.0 17590 9.2%
 
1.0 3155 1.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 3155 1.6%
 
2.0 17590 9.2%
 
3.0 115417 60.2%
 
4.0 37215 19.4%
 
5.0 18275 9.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 3155 1.6%
 
2.0 17590 9.2%
 
3.0 115417 60.2%
 
4.0 37215 19.4%
 
5.0 18275 9.5%
 

KBA13_SEG_OBERKLASSE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.801
Minimum 0
Maximum 5
Zeros (%) 7.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 1.268
Coef of variation 0.4527
Kurtosis 0.23478
Mean 2.801
MAD 0.89312
Skewness -0.52511
Sum 536820
Variance 1.6078
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 106867 55.8%
 
5.0 19114 10.0%
 
4.0 18586 9.7%
 
1.0 17873 9.3%
 
0.0 14998 7.8%
 
2.0 14214 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14998 7.8%
 
1.0 17873 9.3%
 
2.0 14214 7.4%
 
3.0 106867 55.8%
 
4.0 18586 9.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 17873 9.3%
 
2.0 14214 7.4%
 
3.0 106867 55.8%
 
4.0 18586 9.7%
 
5.0 19114 10.0%
 

KBA13_SEG_SONSTIGE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9722
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.77492
Coef of variation 0.26072
Kurtosis 1.0942
Mean 2.9722
MAD 0.47242
Skewness 0.158
Sum 569640
Variance 0.60049
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 118086 61.6%
 
2.0 34136 17.8%
 
4.0 25541 13.3%
 
5.0 7763 4.1%
 
1.0 6126 3.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6126 3.2%
 
2.0 34136 17.8%
 
3.0 118086 61.6%
 
4.0 25541 13.3%
 
5.0 7763 4.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6126 3.2%
 
2.0 34136 17.8%
 
3.0 118086 61.6%
 
4.0 25541 13.3%
 
5.0 7763 4.1%
 

KBA13_SEG_SPORTWAGEN
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9681
Minimum 0
Maximum 5
Zeros (%) 7.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 0

Descriptive statistics

Standard deviation 1.2373
Coef of variation 0.41687
Kurtosis 0.72275
Mean 2.9681
MAD 0.77712
Skewness -0.61605
Sum 568840
Variance 1.5309
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 105971 55.3%
 
5.0 23806 12.4%
 
4.0 22016 11.5%
 
2.0 18409 9.6%
 
0.0 14430 7.5%
 
1.0 7020 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14430 7.5%
 
1.0 7020 3.7%
 
2.0 18409 9.6%
 
3.0 105971 55.3%
 
4.0 22016 11.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7020 3.7%
 
2.0 18409 9.6%
 
3.0 105971 55.3%
 
4.0 22016 11.5%
 
5.0 23806 12.4%
 

KBA13_SEG_UTILITIES
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0586
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.80528
Coef of variation 0.26328
Kurtosis 0.96838
Mean 3.0586
MAD 0.51093
Skewness 0.13941
Sum 586190
Variance 0.64847
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116891 61.0%
 
4.0 30533 15.9%
 
2.0 27502 14.3%
 
5.0 10414 5.4%
 
1.0 6312 3.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6312 3.3%
 
2.0 27502 14.3%
 
3.0 116891 61.0%
 
4.0 30533 15.9%
 
5.0 10414 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6312 3.3%
 
2.0 27502 14.3%
 
3.0 116891 61.0%
 
4.0 30533 15.9%
 
5.0 10414 5.4%
 

KBA13_SEG_VAN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.157
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83698
Coef of variation 0.26512
Kurtosis 0.74988
Mean 3.157
MAD 0.58708
Skewness 0.18532
Sum 605040
Variance 0.70053
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114356 59.7%
 
4.0 34291 17.9%
 
2.0 22444 11.7%
 
5.0 14839 7.7%
 
1.0 5722 3.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5722 3.0%
 
2.0 22444 11.7%
 
3.0 114356 59.7%
 
4.0 34291 17.9%
 
5.0 14839 7.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 5722 3.0%
 
2.0 22444 11.7%
 
3.0 114356 59.7%
 
4.0 34291 17.9%
 
5.0 14839 7.7%
 

KBA13_SEG_WOHNMOBILE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7579
Minimum 0
Maximum 5
Zeros (%) 8.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2111
Coef of variation 0.43916
Kurtosis 0.55044
Mean 2.7579
MAD 0.86219
Skewness -0.56769
Sum 528550
Variance 1.4668
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 105512 55.1%
 
2.0 25732 13.4%
 
4.0 18067 9.4%
 
0.0 15839 8.3%
 
5.0 15445 8.1%
 
1.0 11057 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 15839 8.3%
 
1.0 11057 5.8%
 
2.0 25732 13.4%
 
3.0 105512 55.1%
 
4.0 18067 9.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 11057 5.8%
 
2.0 25732 13.4%
 
3.0 105512 55.1%
 
4.0 18067 9.4%
 
5.0 15445 8.1%
 

KBA13_SITZE_4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.3329
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.82912
Coef of variation 0.24877
Kurtosis 0.38977
Mean 3.3329
MAD 0.65879
Skewness 0.35511
Sum 638760
Variance 0.68744
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112571 58.7%
 
4.0 40184 21.0%
 
5.0 21788 11.4%
 
2.0 14261 7.4%
 
1.0 2848 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 2848 1.5%
 
2.0 14261 7.4%
 
3.0 112571 58.7%
 
4.0 40184 21.0%
 
5.0 21788 11.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 2848 1.5%
 
2.0 14261 7.4%
 
3.0 112571 58.7%
 
4.0 40184 21.0%
 
5.0 21788 11.4%
 

KBA13_SITZE_5
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6442
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.84242
Coef of variation 0.3186
Kurtosis 0.3101
Mean 2.6442
MAD 0.67673
Skewness -0.32608
Sum 506760
Variance 0.70968
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 111075 58.0%
 
2.0 40605 21.2%
 
1.0 23533 12.3%
 
4.0 13405 7.0%
 
5.0 3034 1.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 23533 12.3%
 
2.0 40605 21.2%
 
3.0 111075 58.0%
 
4.0 13405 7.0%
 
5.0 3034 1.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 23533 12.3%
 
2.0 40605 21.2%
 
3.0 111075 58.0%
 
4.0 13405 7.0%
 
5.0 3034 1.6%
 

KBA13_SITZE_6
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2425
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.84963
Coef of variation 0.26203
Kurtosis 0.53773
Mean 3.2425
MAD 0.63658
Skewness 0.27125
Sum 621430
Variance 0.72187
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 113056 59.0%
 
4.0 35900 18.7%
 
5.0 19235 10.0%
 
2.0 19023 9.9%
 
1.0 4438 2.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 4438 2.3%
 
2.0 19023 9.9%
 
3.0 113056 59.0%
 
4.0 35900 18.7%
 
5.0 19235 10.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4438 2.3%
 
2.0 19023 9.9%
 
3.0 113056 59.0%
 
4.0 35900 18.7%
 
5.0 19235 10.0%
 

KBA13_TOYOTA
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0421
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.84206
Coef of variation 0.2768
Kurtosis 0.8472
Mean 3.0421
MAD 0.52776
Skewness 0.13797
Sum 583020
Variance 0.70906
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115061 60.0%
 
2.0 28473 14.9%
 
4.0 28238 14.7%
 
5.0 12014 6.3%
 
1.0 7866 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 7866 4.1%
 
2.0 28473 14.9%
 
3.0 115061 60.0%
 
4.0 28238 14.7%
 
5.0 12014 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 7866 4.1%
 
2.0 28473 14.9%
 
3.0 115061 60.0%
 
4.0 28238 14.7%
 
5.0 12014 6.3%
 

KBA13_VORB_0
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2751
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.83543
Coef of variation 0.25508
Kurtosis 0.42806
Mean 3.2751
MAD 0.64355
Skewness 0.33567
Sum 627680
Variance 0.69794
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 112106 58.5%
 
4.0 38154 19.9%
 
5.0 19718 10.3%
 
2.0 18485 9.6%
 
1.0 3189 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 3189 1.7%
 
2.0 18485 9.6%
 
3.0 112106 58.5%
 
4.0 38154 19.9%
 
5.0 19718 10.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 3189 1.7%
 
2.0 18485 9.6%
 
3.0 112106 58.5%
 
4.0 38154 19.9%
 
5.0 19718 10.3%
 

KBA13_VORB_1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0345
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.79222
Coef of variation 0.26107
Kurtosis 1.0539
Mean 3.0345
MAD 0.48648
Skewness 0.053852
Sum 581570
Variance 0.62761
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 117912 61.5%
 
4.0 30553 15.9%
 
2.0 27597 14.4%
 
5.0 8710 4.5%
 
1.0 6880 3.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6880 3.6%
 
2.0 27597 14.4%
 
3.0 117912 61.5%
 
4.0 30553 15.9%
 
5.0 8710 4.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 6880 3.6%
 
2.0 27597 14.4%
 
3.0 117912 61.5%
 
4.0 30553 15.9%
 
5.0 8710 4.5%
 

KBA13_VORB_1_2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8922
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.82538
Coef of variation 0.28538
Kurtosis 0.84491
Mean 2.8922
MAD 0.553
Skewness -0.17778
Sum 554300
Variance 0.68126
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115508 60.3%
 
2.0 32132 16.8%
 
4.0 25130 13.1%
 
1.0 12854 6.7%
 
5.0 6028 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12854 6.7%
 
2.0 32132 16.8%
 
3.0 115508 60.3%
 
4.0 25130 13.1%
 
5.0 6028 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12854 6.7%
 
2.0 32132 16.8%
 
3.0 115508 60.3%
 
4.0 25130 13.1%
 
5.0 6028 3.1%
 

KBA13_VORB_2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8933
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.79088
Coef of variation 0.27335
Kurtosis 1.0121
Mean 2.8933
MAD 0.52824
Skewness -0.05327
Sum 554500
Variance 0.62549
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 116879 61.0%
 
2.0 35863 18.7%
 
4.0 23148 12.1%
 
1.0 9815 5.1%
 
5.0 5947 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9815 5.1%
 
2.0 35863 18.7%
 
3.0 116879 61.0%
 
4.0 23148 12.1%
 
5.0 5947 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9815 5.1%
 
2.0 35863 18.7%
 
3.0 116879 61.0%
 
4.0 23148 12.1%
 
5.0 5947 3.1%
 

KBA13_VORB_3
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.2763
Minimum 0
Maximum 5
Zeros (%) 16.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2559
Coef of variation 0.55174
Kurtosis -0.32921
Mean 2.2763
MAD 1.027
Skewness -0.5632
Sum 436260
Variance 1.5773
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 94403 49.3%
 
2.0 38940 20.3%
 
0.0 31766 16.6%
 
1.0 12026 6.3%
 
4.0 9443 4.9%
 
5.0 5074 2.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 31766 16.6%
 
1.0 12026 6.3%
 
2.0 38940 20.3%
 
3.0 94403 49.3%
 
4.0 9443 4.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 12026 6.3%
 
2.0 38940 20.3%
 
3.0 94403 49.3%
 
4.0 9443 4.9%
 
5.0 5074 2.6%
 

KBA13_VW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0017
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.83259
Coef of variation 0.27737
Kurtosis 0.92217
Mean 3.0017
MAD 0.49566
Skewness 0.0045804
Sum 575290
Variance 0.69321
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 115887 60.5%
 
4.0 28389 14.8%
 
2.0 28346 14.8%
 
5.0 9587 5.0%
 
1.0 9443 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 9443 4.9%
 
2.0 28346 14.8%
 
3.0 115887 60.5%
 
4.0 28389 14.8%
 
5.0 9587 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 9443 4.9%
 
2.0 28346 14.8%
 
3.0 115887 60.5%
 
4.0 28389 14.8%
 
5.0 9587 5.0%
 

KONSUMNAEHE
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0983
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.2536
Coef of variation 0.40459
Kurtosis -0.43486
Mean 3.0983
MAD 0.9349
Skewness 0.098504
Sum 593800
Variance 1.5714
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 81034 42.3%
 
5.0 28405 14.8%
 
4.0 27995 14.6%
 
1.0 25886 13.5%
 
2.0 24857 13.0%
 
6.0 3229 1.7%
 
7.0 246 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 25886 13.5%
 
2.0 24857 13.0%
 
3.0 81034 42.3%
 
4.0 27995 14.6%
 
5.0 28405 14.8%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 81034 42.3%
 
4.0 27995 14.6%
 
5.0 28405 14.8%
 
6.0 3229 1.7%
 
7.0 246 0.1%
 

MOBI_REGIO
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.0283
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 5
95-th percentile 5
Maximum 6
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.2465
Coef of variation 0.30944
Kurtosis 0.14134
Mean 4.0283
MAD 1.0019
Skewness -1.1189
Sum 772040
Variance 1.5538
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 98631 51.5%
 
4.0 39148 20.4%
 
3.0 27399 14.3%
 
1.0 13204 6.9%
 
2.0 13182 6.9%
 
6.0 88 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 13204 6.9%
 
2.0 13182 6.9%
 
3.0 27399 14.3%
 
4.0 39148 20.4%
 
5.0 98631 51.5%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 13182 6.9%
 
3.0 27399 14.3%
 
4.0 39148 20.4%
 
5.0 98631 51.5%
 
6.0 88 0.0%
 

ONLINE_AFFINITAET
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7515
Minimum 0
Maximum 5
Zeros (%) 2.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 4
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.2592
Coef of variation 0.45765
Kurtosis -0.76563
Mean 2.7515
MAD 1.0842
Skewness 0.25867
Sum 527330
Variance 1.5856
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 79653 41.6%
 
4.0 39104 20.4%
 
3.0 28791 15.0%
 
5.0 21311 11.1%
 
1.0 18683 9.7%
 
0.0 4110 2.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4110 2.1%
 
1.0 18683 9.7%
 
2.0 79653 41.6%
 
3.0 28791 15.0%
 
4.0 39104 20.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 18683 9.7%
 
2.0 79653 41.6%
 
3.0 28791 15.0%
 
4.0 39104 20.4%
 
5.0 21311 11.1%
 

ORTSGR_KLS9
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.088
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 4
Median 5
Q3 6
95-th percentile 9
Maximum 9
Range 8
Interquartile range 2

Descriptive statistics

Standard deviation 1.8539
Coef of variation 0.36437
Kurtosis -0.026518
Mean 5.088
MAD 1.3186
Skewness 0.15556
Sum 975130
Variance 3.437
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 79217 41.3%
 
4.0 23133 12.1%
 
7.0 19363 10.1%
 
3.0 16046 8.4%
 
6.0 13456 7.0%
 
2.0 12468 6.5%
 
9.0 11430 6.0%
 
8.0 11108 5.8%
 
1.0 5431 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5431 2.8%
 
2.0 12468 6.5%
 
3.0 16046 8.4%
 
4.0 23133 12.1%
 
5.0 79217 41.3%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 79217 41.3%
 
6.0 13456 7.0%
 
7.0 19363 10.1%
 
8.0 11108 5.8%
 
9.0 11430 6.0%
 

PLZ8_ANTG1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3895
Minimum 0
Maximum 4
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.80688
Coef of variation 0.33769
Kurtosis -0.19072
Mean 2.3895
MAD 0.67649
Skewness 0.43218
Sum 457940
Variance 0.65106
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 102835 53.7%
 
3.0 49894 26.0%
 
4.0 21336 11.1%
 
1.0 17247 9.0%
 
0.0 340 0.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 340 0.2%
 
1.0 17247 9.0%
 
2.0 102835 53.7%
 
3.0 49894 26.0%
 
4.0 21336 11.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 340 0.2%
 
1.0 17247 9.0%
 
2.0 102835 53.7%
 
3.0 49894 26.0%
 
4.0 21336 11.1%
 

PLZ8_ANTG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8054
Minimum 0
Maximum 4
Zeros (%) 0.3%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.72584
Coef of variation 0.25873
Kurtosis 0.77627
Mean 2.8054
MAD 0.54273
Skewness -0.60524
Sum 537670
Variance 0.52685
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 114542 59.8%
 
2.0 42938 22.4%
 
4.0 24880 13.0%
 
1.0 8644 4.5%
 
0.0 648 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 648 0.3%
 
1.0 8644 4.5%
 
2.0 42938 22.4%
 
3.0 114542 59.8%
 
4.0 24880 13.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 648 0.3%
 
1.0 8644 4.5%
 
2.0 42938 22.4%
 
3.0 114542 59.8%
 
4.0 24880 13.0%
 

PLZ8_ANTG3
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2818
Minimum 0
Maximum 3
Zeros (%) 12.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.77318
Coef of variation 0.60321
Kurtosis -0.0051569
Mean 1.2818
MAD 0.62093
Skewness 0.47654
Sum 245650
Variance 0.5978
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 106539 55.6%
 
2.0 47221 24.6%
 
0.0 23001 12.0%
 
3.0 14891 7.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 23001 12.0%
 
1.0 106539 55.6%
 
2.0 47221 24.6%
 
3.0 14891 7.8%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 23001 12.0%
 
1.0 106539 55.6%
 
2.0 47221 24.6%
 
3.0 14891 7.8%
 

PLZ8_ANTG4
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.39129
Minimum 0
Maximum 2
Zeros (%) 66.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 2
Maximum 2
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.59352
Coef of variation 1.5168
Kurtosis 0.5112
Mean 0.39129
MAD 0.521
Skewness 1.2441
Sum 74991
Variance 0.35227
Memory size 1.5 MiB
Value Count Frequency (%)  
0.0 127593 66.6%
 
1.0 53127 27.7%
 
2.0 10932 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 127593 66.6%
 
1.0 53127 27.7%
 
2.0 10932 5.7%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 127593 66.6%
 
1.0 53127 27.7%
 
2.0 10932 5.7%
 

PLZ8_GBZ
Highly correlated

This variable is highly correlated with KBA13_GBZ and should be ignored for analysis

Correlation 0.97099

PLZ8_HHZ
Highly correlated

This variable is highly correlated with KBA13_HHZ and should be ignored for analysis

Correlation 0.96257

REGIOTYP
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.4331
Minimum 0
Maximum 7
Zeros (%) 3.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 7
Interquartile range 3

Descriptive statistics

Standard deviation 2.0141
Coef of variation 0.45433
Kurtosis -0.93609
Mean 4.4331
MAD 1.7913
Skewness -0.67913
Sum 849620
Variance 4.0567
Memory size 1.5 MiB
Value Count Frequency (%)  
6.0 82766 43.2%
 
2.0 21866 11.4%
 
5.0 21415 11.2%
 
3.0 19764 10.3%
 
1.0 17362 9.1%
 
7.0 11621 6.1%
 
4.0 11054 5.8%
 
0.0 5804 3.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 5804 3.0%
 
1.0 17362 9.1%
 
2.0 21866 11.4%
 
3.0 19764 10.3%
 
4.0 11054 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 19764 10.3%
 
4.0 11054 5.8%
 
5.0 21415 11.2%
 
6.0 82766 43.2%
 
7.0 11621 6.1%
 

RELAT_AB
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9252
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 9
Range 8
Interquartile range 1

Descriptive statistics

Standard deviation 1.2219
Coef of variation 0.4177
Kurtosis -0.50871
Mean 2.9252
MAD 0.87577
Skewness 0.083285
Sum 560630
Variance 1.4929
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 92488 48.3%
 
1.0 33341 17.4%
 
5.0 29068 15.2%
 
2.0 21326 11.1%
 
4.0 15406 8.0%
 
9.0 23 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 33341 17.4%
 
2.0 21326 11.1%
 
3.0 92488 48.3%
 
4.0 15406 8.0%
 
5.0 29068 15.2%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 21326 11.1%
 
3.0 92488 48.3%
 
4.0 15406 8.0%
 
5.0 29068 15.2%
 
9.0 23 0.0%
 

RETOURTYP_BK_S
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.7043
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.1084
Coef of variation 0.29921
Kurtosis -1.0501
Mean 3.7043
MAD 1.0081
Skewness -0.10869
Sum 709940
Variance 1.2285
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 86510 45.1%
 
5.0 70985 37.0%
 
4.0 15653 8.2%
 
2.0 14366 7.5%
 
1.0 4138 2.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 4138 2.2%
 
2.0 14366 7.5%
 
3.0 86510 45.1%
 
4.0 15653 8.2%
 
5.0 70985 37.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 4138 2.2%
 
2.0 14366 7.5%
 
3.0 86510 45.1%
 
4.0 15653 8.2%
 
5.0 70985 37.0%
 

RT_KEIN_ANREIZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.438
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 4
95-th percentile 4
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.3178
Coef of variation 0.54052
Kurtosis -1.5125
Mean 2.438
MAD 1.2131
Skewness 0.22397
Sum 467240
Variance 1.7365
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 69746 36.4%
 
4.0 58452 30.5%
 
2.0 36421 19.0%
 
3.0 22160 11.6%
 
5.0 4873 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 69746 36.4%
 
2.0 36421 19.0%
 
3.0 22160 11.6%
 
4.0 58452 30.5%
 
5.0 4873 2.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 69746 36.4%
 
2.0 36421 19.0%
 
3.0 22160 11.6%
 
4.0 58452 30.5%
 
5.0 4873 2.5%
 

RT_SCHNAEPPCHEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.5364
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 4
Median 5
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.93376
Coef of variation 0.20584
Kurtosis 3.687
Mean 4.5364
MAD 0.69418
Skewness -2.1144
Sum 869410
Variance 0.87191
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 143494 74.9%
 
4.0 23168 12.1%
 
3.0 12628 6.6%
 
2.0 9026 4.7%
 
1.0 3336 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 3336 1.7%
 
2.0 9026 4.7%
 
3.0 12628 6.6%
 
4.0 23168 12.1%
 
5.0 143494 74.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 3336 1.7%
 
2.0 9026 4.7%
 
3.0 12628 6.6%
 
4.0 23168 12.1%
 
5.0 143494 74.9%
 

RT_UEBERGROESSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4197
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.1862
Coef of variation 0.49024
Kurtosis 0.012949
Mean 2.4197
MAD 0.94808
Skewness 0.92691
Sum 463740
Variance 1.4072
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 91605 47.8%
 
1.0 36913 19.3%
 
3.0 29298 15.3%
 
5.0 20377 10.6%
 
4.0 13459 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 36913 19.3%
 
2.0 91605 47.8%
 
3.0 29298 15.3%
 
4.0 13459 7.0%
 
5.0 20377 10.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 36913 19.3%
 
2.0 91605 47.8%
 
3.0 29298 15.3%
 
4.0 13459 7.0%
 
5.0 20377 10.6%
 

SEMIO_DOM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.4838
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.6319
Coef of variation 0.36396
Kurtosis -0.96232
Mean 4.4838
MAD 1.4488
Skewness -0.38818
Sum 859340
Variance 2.6632
Memory size 1.5 MiB
Value Count Frequency (%)  
6.0 57788 30.2%
 
3.0 50213 26.2%
 
5.0 41949 21.9%
 
7.0 11750 6.1%
 
2.0 11645 6.1%
 
4.0 9459 4.9%
 
1.0 8848 4.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 8848 4.6%
 
2.0 11645 6.1%
 
3.0 50213 26.2%
 
4.0 9459 4.9%
 
5.0 41949 21.9%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 50213 26.2%
 
4.0 9459 4.9%
 
5.0 41949 21.9%
 
6.0 57788 30.2%
 
7.0 11750 6.1%
 

SEMIO_ERL
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.408
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 3
Q1 3
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.7209
Coef of variation 0.3904
Kurtosis -1.2945
Mean 4.408
MAD 1.5456
Skewness 0.55933
Sum 844810
Variance 2.9615
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 86415 45.1%
 
7.0 47365 24.7%
 
4.0 36480 19.0%
 
6.0 15148 7.9%
 
2.0 2698 1.4%
 
5.0 2064 1.1%
 
1.0 1482 0.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 1482 0.8%
 
2.0 2698 1.4%
 
3.0 86415 45.1%
 
4.0 36480 19.0%
 
5.0 2064 1.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 86415 45.1%
 
4.0 36480 19.0%
 
5.0 2064 1.1%
 
6.0 15148 7.9%
 
7.0 47365 24.7%
 

SEMIO_FAM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.414
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 6
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.7331
Coef of variation 0.39264
Kurtosis -0.92649
Mean 4.414
MAD 1.5079
Skewness -0.59269
Sum 845960
Variance 3.0037
Memory size 1.5 MiB
Value Count Frequency (%)  
6.0 73209 38.2%
 
4.0 31100 16.2%
 
5.0 26745 14.0%
 
2.0 22554 11.8%
 
3.0 17959 9.4%
 
1.0 15167 7.9%
 
7.0 4918 2.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 15167 7.9%
 
2.0 22554 11.8%
 
3.0 17959 9.4%
 
4.0 31100 16.2%
 
5.0 26745 14.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 17959 9.4%
 
4.0 31100 16.2%
 
5.0 26745 14.0%
 
6.0 73209 38.2%
 
7.0 4918 2.6%
 

SEMIO_KAEM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1872
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.872
Coef of variation 0.44708
Kurtosis -1.3634
Mean 4.1872
MAD 1.7241
Skewness -0.18025
Sum 802490
Variance 3.5046
Memory size 1.5 MiB
Value Count Frequency (%)  
6.0 66528 34.7%
 
3.0 52725 27.5%
 
2.0 20042 10.5%
 
1.0 18025 9.4%
 
5.0 16000 8.3%
 
7.0 11238 5.9%
 
4.0 7094 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 18025 9.4%
 
2.0 20042 10.5%
 
3.0 52725 27.5%
 
4.0 7094 3.7%
 
5.0 16000 8.3%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 52725 27.5%
 
4.0 7094 3.7%
 
5.0 16000 8.3%
 
6.0 66528 34.7%
 
7.0 11238 5.9%
 

SEMIO_KRIT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.6745
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 7
95-th percentile 7
Maximum 7
Range 6
Interquartile range 4

Descriptive statistics

Standard deviation 2.0411
Coef of variation 0.43663
Kurtosis -1.2977
Mean 4.6745
MAD 1.8497
Skewness -0.20533
Sum 895880
Variance 4.1659
Memory size 1.5 MiB
Value Count Frequency (%)  
7.0 64190 33.5%
 
3.0 60179 31.4%
 
5.0 19500 10.2%
 
1.0 17475 9.1%
 
6.0 16320 8.5%
 
4.0 12573 6.6%
 
2.0 1415 0.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 17475 9.1%
 
2.0 1415 0.7%
 
3.0 60179 31.4%
 
4.0 12573 6.6%
 
5.0 19500 10.2%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 60179 31.4%
 
4.0 12573 6.6%
 
5.0 19500 10.2%
 
6.0 16320 8.5%
 
7.0 64190 33.5%
 

SEMIO_KULT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.6825
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 5
95-th percentile 6
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.5731
Coef of variation 0.42718
Kurtosis -0.61299
Mean 3.6825
MAD 1.2799
Skewness -0.0071948
Sum 705760
Variance 2.4746
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 57410 30.0%
 
4.0 43919 22.9%
 
5.0 25875 13.5%
 
1.0 25732 13.4%
 
6.0 25367 13.2%
 
2.0 8580 4.5%
 
7.0 4769 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 25732 13.4%
 
2.0 8580 4.5%
 
3.0 57410 30.0%
 
4.0 43919 22.9%
 
5.0 25875 13.5%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 57410 30.0%
 
4.0 43919 22.9%
 
5.0 25875 13.5%
 
6.0 25367 13.2%
 
7.0 4769 2.5%
 

SEMIO_LUST
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.3665
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 5
Median 5
Q3 7
95-th percentile 7
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.4431
Coef of variation 0.26891
Kurtosis 1.0796
Mean 5.3665
MAD 1.1284
Skewness -0.90706
Sum 1028500
Variance 2.0825
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 74598 38.9%
 
7.0 57681 30.1%
 
4.0 24359 12.7%
 
6.0 21952 11.5%
 
1.0 6302 3.3%
 
2.0 3991 2.1%
 
3.0 2769 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 6302 3.3%
 
2.0 3991 2.1%
 
3.0 2769 1.4%
 
4.0 24359 12.7%
 
5.0 74598 38.9%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 2769 1.4%
 
4.0 24359 12.7%
 
5.0 74598 38.9%
 
6.0 21952 11.5%
 
7.0 57681 30.1%
 

SEMIO_MAT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.8832
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 5
95-th percentile 6
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.8401
Coef of variation 0.47387
Kurtosis -1.2197
Mean 3.8832
MAD 1.5998
Skewness -0.38385
Sum 744220
Variance 3.3861
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 53658 28.0%
 
6.0 37054 19.3%
 
1.0 35722 18.6%
 
4.0 27015 14.1%
 
2.0 19913 10.4%
 
3.0 14509 7.6%
 
7.0 3781 2.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 35722 18.6%
 
2.0 19913 10.4%
 
3.0 14509 7.6%
 
4.0 27015 14.1%
 
5.0 53658 28.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 14509 7.6%
 
4.0 27015 14.1%
 
5.0 53658 28.0%
 
6.0 37054 19.3%
 
7.0 3781 2.0%
 

SEMIO_PFLICHT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.5283
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 5
95-th percentile 5
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.4939
Coef of variation 0.42342
Kurtosis -0.86351
Mean 3.5283
MAD 1.2959
Skewness -0.14349
Sum 676200
Variance 2.2318
Memory size 1.5 MiB
Value Count Frequency (%)  
5.0 57209 29.9%
 
4.0 40094 20.9%
 
2.0 33245 17.3%
 
3.0 31720 16.6%
 
1.0 22394 11.7%
 
7.0 3792 2.0%
 
6.0 3198 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 22394 11.7%
 
2.0 33245 17.3%
 
3.0 31720 16.6%
 
4.0 40094 20.9%
 
5.0 57209 29.9%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 31720 16.6%
 
4.0 40094 20.9%
 
5.0 57209 29.9%
 
6.0 3198 1.7%
 
7.0 3792 2.0%
 

SEMIO_RAT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1659
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.3162
Coef of variation 0.41575
Kurtosis -0.29158
Mean 3.1659
MAD 1.077
Skewness -0.0064271
Sum 606750
Variance 1.7324
Memory size 1.5 MiB
Value Count Frequency (%)  
4.0 67155 35.0%
 
3.0 44668 23.3%
 
2.0 29833 15.6%
 
1.0 28171 14.7%
 
5.0 16924 8.8%
 
6.0 2641 1.4%
 
7.0 2260 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 28171 14.7%
 
2.0 29833 15.6%
 
3.0 44668 23.3%
 
4.0 67155 35.0%
 
5.0 16924 8.8%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 44668 23.3%
 
4.0 67155 35.0%
 
5.0 16924 8.8%
 
6.0 2641 1.4%
 
7.0 2260 1.2%
 

SEMIO_REL
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1128
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 7
95-th percentile 7
Maximum 7
Range 6
Interquartile range 5

Descriptive statistics

Standard deviation 2.071
Coef of variation 0.50354
Kurtosis -1.2487
Mean 4.1128
MAD 1.7479
Skewness 0.1823
Sum 788220
Variance 4.2889
Memory size 1.5 MiB
Value Count Frequency (%)  
7.0 51012 26.6%
 
4.0 38209 19.9%
 
3.0 32567 17.0%
 
2.0 29593 15.4%
 
1.0 20695 10.8%
 
5.0 16734 8.7%
 
6.0 2842 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 20695 10.8%
 
2.0 29593 15.4%
 
3.0 32567 17.0%
 
4.0 38209 19.9%
 
5.0 16734 8.7%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 32567 17.0%
 
4.0 38209 19.9%
 
5.0 16734 8.7%
 
6.0 2842 1.5%
 
7.0 51012 26.6%
 

SEMIO_SOZ
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.7421
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 2
Median 3
Q3 6
95-th percentile 6
Maximum 7
Range 6
Interquartile range 4

Descriptive statistics

Standard deviation 1.718
Coef of variation 0.45911
Kurtosis -1.3759
Mean 3.7421
MAD 1.5359
Skewness 0.29406
Sum 717190
Variance 2.9517
Memory size 1.5 MiB
Value Count Frequency (%)  
2.0 62302 32.5%
 
6.0 47835 25.0%
 
3.0 31542 16.5%
 
4.0 26231 13.7%
 
5.0 13417 7.0%
 
1.0 5556 2.9%
 
7.0 4769 2.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 5556 2.9%
 
2.0 62302 32.5%
 
3.0 31542 16.5%
 
4.0 26231 13.7%
 
5.0 13417 7.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 31542 16.5%
 
4.0 26231 13.7%
 
5.0 13417 7.0%
 
6.0 47835 25.0%
 
7.0 4769 2.5%
 

SEMIO_TRADV
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9192
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 4
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.2192
Coef of variation 0.41766
Kurtosis 0.26852
Mean 2.9192
MAD 0.92487
Skewness 0.10167
Sum 559460
Variance 1.4865
Memory size 1.5 MiB
Value Count Frequency (%)  
3.0 70115 36.6%
 
4.0 54945 28.7%
 
1.0 35257 18.4%
 
2.0 22806 11.9%
 
5.0 4769 2.5%
 
7.0 2064 1.1%
 
6.0 1696 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 35257 18.4%
 
2.0 22806 11.9%
 
3.0 70115 36.6%
 
4.0 54945 28.7%
 
5.0 4769 2.5%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 70115 36.6%
 
4.0 54945 28.7%
 
5.0 4769 2.5%
 
6.0 1696 0.9%
 
7.0 2064 1.1%
 

SEMIO_VERT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1853
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 5

Descriptive statistics

Standard deviation 2.3674
Coef of variation 0.56565
Kurtosis -1.54
Mean 4.1853
MAD 2.134
Skewness -0.22384
Sum 802120
Variance 5.6046
Memory size 1.5 MiB
Value Count Frequency (%)  
1.0 50379 26.3%
 
7.0 46549 24.3%
 
6.0 29192 15.2%
 
5.0 25154 13.1%
 
4.0 18787 9.8%
 
2.0 14948 7.8%
 
3.0 6643 3.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 50379 26.3%
 
2.0 14948 7.8%
 
3.0 6643 3.5%
 
4.0 18787 9.8%
 
5.0 25154 13.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 6643 3.5%
 
4.0 18787 9.8%
 
5.0 25154 13.1%
 
6.0 29192 15.2%
 
7.0 46549 24.3%
 

WOHNDAUER_2008
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 8.7323
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 7
Q1 9
Median 9
Q3 9
95-th percentile 9
Maximum 9
Range 8
Interquartile range 0

Descriptive statistics

Standard deviation 1.0154
Coef of variation 0.11628
Kurtosis 18.967
Mean 8.7323
MAD 0.48561
Skewness -4.3442
Sum 1673600
Variance 1.0309
Memory size 1.5 MiB
Value Count Frequency (%)  
9.0 173862 90.7%
 
8.0 6924 3.6%
 
4.0 2476 1.3%
 
6.0 2351 1.2%
 
3.0 2115 1.1%
 
7.0 1993 1.0%
 
5.0 1784 0.9%
 
1.0 98 0.1%
 
2.0 49 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 98 0.1%
 
2.0 49 0.0%
 
3.0 2115 1.1%
 
4.0 2476 1.3%
 
5.0 1784 0.9%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 1784 0.9%
 
6.0 2351 1.2%
 
7.0 1993 1.0%
 
8.0 6924 3.6%
 
9.0 173862 90.7%
 

W_KEIT_KIND_HH
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.7707
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 6
Q3 6
95-th percentile 6
Maximum 6
Range 5
Interquartile range 3

Descriptive statistics

Standard deviation 1.7747
Coef of variation 0.37199
Kurtosis -0.65456
Mean 4.7707
MAD 1.5654
Skewness -0.99716
Sum 914320
Variance 3.1494
Memory size 1.5 MiB
Value Count Frequency (%)  
6.0 120778 63.0%
 
2.0 25596 13.4%
 
4.0 14515 7.6%
 
1.0 12647 6.6%
 
3.0 11412 6.0%
 
5.0 6704 3.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 12647 6.6%
 
2.0 25596 13.4%
 
3.0 11412 6.0%
 
4.0 14515 7.6%
 
5.0 6704 3.5%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 25596 13.4%
 
3.0 11412 6.0%
 
4.0 14515 7.6%
 
5.0 6704 3.5%
 
6.0 120778 63.0%
 

Correlations

Sample

ARBEIT BALLRAUM D19_KONSUMTYP_MAX EWDICHTE FINANZ_ANLEGER FINANZ_HAUSBAUER FINANZ_MINIMALIST FINANZ_SPARER FINANZ_UNAUFFAELLIGER FINANZ_VORSORGER GEBAEUDETYP_RASTER HEALTH_TYP HH_EINKOMMEN_SCORE INNENSTADT KBA05_ALTER1 KBA05_ALTER2 KBA05_ALTER3 KBA05_ALTER4 KBA05_ANHANG KBA05_ANTG1 KBA05_ANTG2 KBA05_ANTG3 KBA05_ANTG4 KBA05_AUTOQUOT KBA05_CCM1 KBA05_CCM2 KBA05_CCM3 KBA05_CCM4 KBA05_DIESEL KBA05_FRAU KBA05_GBZ KBA05_HERST1 KBA05_HERST2 KBA05_HERST3 KBA05_HERST4 KBA05_HERST5 KBA05_HERSTTEMP KBA05_KRSAQUOT KBA05_KRSHERST1 KBA05_KRSHERST2 KBA05_KRSHERST3 KBA05_KRSKLEIN KBA05_KRSOBER KBA05_KRSVAN KBA05_KRSZUL KBA05_KW1 KBA05_KW2 KBA05_KW3 KBA05_MAXAH KBA05_MAXBJ KBA05_MAXHERST KBA05_MAXSEG KBA05_MAXVORB KBA05_MOD1 KBA05_MOD2 KBA05_MOD3 KBA05_MOD4 KBA05_MOD8 KBA05_MODTEMP KBA05_MOTOR KBA05_MOTRAD KBA05_SEG1 KBA05_SEG10 KBA05_SEG2 KBA05_SEG3 KBA05_SEG4 KBA05_SEG5 KBA05_SEG6 KBA05_SEG7 KBA05_SEG8 KBA05_SEG9 KBA05_VORB0 KBA05_VORB1 KBA05_VORB2 KBA05_ZUL1 KBA05_ZUL2 KBA05_ZUL3 KBA05_ZUL4 KBA13_ALTERHALTER_30 KBA13_ALTERHALTER_45 KBA13_ALTERHALTER_60 KBA13_ALTERHALTER_61 KBA13_ANTG1 KBA13_ANTG2 KBA13_ANTG3 KBA13_ANTG4 KBA13_AUDI KBA13_AUTOQUOTE KBA13_BAUMAX KBA13_BJ_1999 KBA13_BJ_2000 KBA13_BJ_2004 KBA13_BJ_2006 KBA13_BJ_2008 KBA13_BJ_2009 KBA13_BMW KBA13_CCM_0_1400 KBA13_CCM_1000 KBA13_CCM_1200 KBA13_CCM_1400 KBA13_CCM_1401_2500 KBA13_CCM_1500 KBA13_CCM_1600 KBA13_CCM_1800 KBA13_CCM_2000 KBA13_CCM_2500 KBA13_CCM_2501 KBA13_CCM_3000 KBA13_CCM_3001 KBA13_FAB_ASIEN KBA13_FAB_SONSTIGE KBA13_FIAT KBA13_FORD KBA13_GBZ KBA13_HALTER_20 KBA13_HALTER_25 KBA13_HALTER_30 KBA13_HALTER_35 KBA13_HALTER_40 KBA13_HALTER_45 KBA13_HALTER_50 KBA13_HALTER_55 KBA13_HALTER_60 KBA13_HALTER_65 KBA13_HALTER_66 KBA13_HERST_ASIEN KBA13_HERST_AUDI_VW KBA13_HERST_BMW_BENZ KBA13_HERST_EUROPA KBA13_HERST_FORD_OPEL KBA13_HERST_SONST KBA13_HHZ KBA13_KMH_0_140 KBA13_KMH_110 KBA13_KMH_140 KBA13_KMH_140_210 KBA13_KMH_180 KBA13_KMH_210 KBA13_KMH_211 KBA13_KMH_250 KBA13_KMH_251 KBA13_KRSAQUOT KBA13_KRSHERST_AUDI_VW KBA13_KRSHERST_BMW_BENZ KBA13_KRSHERST_FORD_OPEL KBA13_KRSSEG_KLEIN KBA13_KRSSEG_OBER KBA13_KRSSEG_VAN KBA13_KRSZUL_NEU KBA13_KW_0_60 KBA13_KW_110 KBA13_KW_120 KBA13_KW_121 KBA13_KW_30 KBA13_KW_40 KBA13_KW_50 KBA13_KW_60 KBA13_KW_61_120 KBA13_KW_70 KBA13_KW_80 KBA13_KW_90 KBA13_MAZDA KBA13_MERCEDES KBA13_MOTOR KBA13_NISSAN KBA13_OPEL KBA13_PEUGEOT KBA13_RENAULT KBA13_SEG_GELAENDEWAGEN KBA13_SEG_GROSSRAUMVANS KBA13_SEG_KLEINST KBA13_SEG_KLEINWAGEN KBA13_SEG_KOMPAKTKLASSE KBA13_SEG_MINIVANS KBA13_SEG_MINIWAGEN KBA13_SEG_MITTELKLASSE KBA13_SEG_OBEREMITTELKLASSE KBA13_SEG_OBERKLASSE KBA13_SEG_SONSTIGE KBA13_SEG_SPORTWAGEN KBA13_SEG_UTILITIES KBA13_SEG_VAN KBA13_SEG_WOHNMOBILE KBA13_SITZE_4 KBA13_SITZE_5 KBA13_SITZE_6 KBA13_TOYOTA KBA13_VORB_0 KBA13_VORB_1 KBA13_VORB_1_2 KBA13_VORB_2 KBA13_VORB_3 KBA13_VW KONSUMNAEHE MOBI_REGIO ONLINE_AFFINITAET ORTSGR_KLS9 PLZ8_ANTG1 PLZ8_ANTG2 PLZ8_ANTG3 PLZ8_ANTG4 PLZ8_GBZ PLZ8_HHZ REGIOTYP RELAT_AB RETOURTYP_BK_S RT_KEIN_ANREIZ RT_SCHNAEPPCHEN RT_UEBERGROESSE SEMIO_DOM SEMIO_ERL SEMIO_FAM SEMIO_KAEM SEMIO_KRIT SEMIO_KULT SEMIO_LUST SEMIO_MAT SEMIO_PFLICHT SEMIO_RAT SEMIO_REL SEMIO_SOZ SEMIO_TRADV SEMIO_VERT W_KEIT_KIND_HH WOHNDAUER_2008 ALTERSKATEGORIE_GROB
0 1.0 3.0 2.0 2.0 1.0 2.0 5.0 1.0 2.0 5.0 4.0 1.0 1.0 4.0 2.0 2.0 4.0 4.0 1.0 2.0 2.0 0.0 0.0 5.0 3.0 3.0 3.0 1.0 1.0 4.0 4.0 4.0 3.0 3.0 2.0 2.0 2.0 4.0 4.0 3.0 3.0 2.0 3.0 3.0 2.0 3.0 3.0 3.0 5.0 2.0 2.0 3.0 2.0 2.0 4.0 3.0 4.0 2.0 2.0 4.0 1.0 1.0 2.0 3.0 2.0 3.0 3.0 1.0 0.0 1.0 2.0 4.0 3.0 2.0 3.0 4.0 2.0 3.0 1.0 2.0 5.0 3.0 3.0 3.0 1.0 0.0 4.0 4.0 1.0 3.0 2.0 3.0 3.0 4.0 3.0 5.0 2.0 3.0 2.0 3.0 4.0 4.0 2.0 3.0 4.0 4.0 0.0 3.0 3.0 2.0 3.0 3.0 3.0 5.0 1.0 1.0 1.0 3.0 3.0 2.0 4.0 5.0 5.0 4.0 3.0 2.0 4.0 4.0 2.0 3.0 3.0 5.0 3.0 2.0 4.0 3.0 2.0 4.0 3.0 3.0 1.0 3.0 4.0 3.0 3.0 2.0 2.0 2.0 3.0 3.0 4.0 3.0 3.0 2.0 3.0 2.0 3.0 3.0 3.0 2.0 3.0 3.0 3.0 4.0 3.0 3.0 2.0 2.0 3.0 5.0 2.0 2.0 3.0 3.0 1.0 3.0 4.0 3.0 4.0 4.0 4.0 4.0 4.0 3.0 1.0 5.0 2.0 4.0 3.0 3.0 3.0 1.0 4.0 5.0 4.0 3.0 2.0 3.0 3.0 1.0 0.0 5.0 5.0 1.0 1.0 5.0 1.0 5.0 3.0 1.0 3.0 5.0 1.0 3.0 4.0 7.0 6.0 2.0 1.0 2.0 6.0 1.0 6.0 6.0 9.0 4.0
1 3.0 6.0 3.0 5.0 1.0 2.0 5.0 1.0 3.0 5.0 4.0 1.0 2.0 5.0 1.0 3.0 3.0 3.0 1.0 3.0 0.0 0.0 0.0 4.0 3.0 3.0 3.0 1.0 2.0 3.0 4.0 2.0 3.0 3.0 3.0 3.0 2.0 3.0 3.0 3.0 3.0 2.0 2.0 2.0 2.0 3.0 3.0 1.0 5.0 4.0 2.0 2.0 2.0 2.0 3.0 3.0 3.0 1.0 3.0 3.0 1.0 1.0 2.0 3.0 3.0 3.0 1.0 0.0 0.0 0.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 2.0 3.0 3.0 3.0 3.0 2.0 3.0 1.0 0.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 1.0 3.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 2.0 2.0 2.0 2.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 5.0 5.0 2.0 5.0 2.0 3.0 1.0 0.0 3.0 3.0 6.0 3.0 3.0 1.0 5.0 2.0 3.0 3.0 6.0 2.0 3.0 4.0 5.0 6.0 4.0 1.0 2.0 3.0 1.0 7.0 6.0 9.0 4.0
2 3.0 7.0 2.0 4.0 1.0 4.0 5.0 1.0 4.0 5.0 3.0 2.0 1.0 1.0 2.0 4.0 2.0 3.0 3.0 2.0 2.0 0.0 0.0 4.0 2.0 2.0 5.0 2.0 4.0 4.0 3.0 4.0 4.0 1.0 2.0 3.0 2.0 4.0 4.0 4.0 2.0 2.0 2.0 2.0 2.0 3.0 3.0 3.0 3.0 2.0 2.0 2.0 1.0 2.0 3.0 4.0 3.0 1.0 3.0 4.0 1.0 1.0 4.0 2.0 4.0 3.0 1.0 0.0 3.0 2.0 1.0 4.0 3.0 2.0 2.0 4.0 3.0 2.0 3.0 3.0 2.0 4.0 1.0 4.0 3.0 1.0 4.0 2.0 3.0 4.0 3.0 1.0 2.0 0.0 5.0 4.0 4.0 5.0 3.0 4.0 1.0 1.0 2.0 2.0 3.0 2.0 4.0 5.0 3.0 3.0 3.0 3.0 3.0 2.0 3.0 3.0 4.0 4.0 2.0 2.0 2.0 3.0 3.0 3.0 4.0 3.0 3.0 3.0 4.0 2.0 3.0 3.0 4.0 1.0 5.0 2.0 3.0 2.0 3.0 3.0 1.0 3.0 4.0 3.0 1.0 2.0 1.0 1.0 3.0 4.0 2.0 3.0 3.0 3.0 3.0 4.0 4.0 1.0 2.0 1.0 0.0 3.0 3.0 3.0 3.0 1.0 5.0 3.0 4.0 3.0 4.0 3.0 3.0 2.0 5.0 2.0 2.0 1.0 5.0 3.0 3.0 3.0 5.0 3.0 3.0 4.0 3.0 4.0 2.0 2.0 3.0 4.0 3.0 1.0 3.0 1.0 5.0 2.0 3.0 3.0 1.0 2.0 3.0 7.0 3.0 5.0 1.0 5.0 1.0 5.0 7.0 2.0 6.0 7.0 1.0 7.0 3.0 4.0 2.0 1.0 2.0 1.0 3.0 6.0 9.0 4.0
3 1.0 7.0 2.0 1.0 2.0 2.0 5.0 1.0 1.0 5.0 4.0 2.0 4.0 7.0 2.0 3.0 3.0 3.0 3.0 3.0 0.0 0.0 0.0 3.0 3.0 4.0 2.0 0.0 3.0 2.0 4.0 3.0 1.0 3.0 5.0 3.0 3.0 3.0 4.0 2.0 2.0 2.0 1.0 2.0 3.0 3.0 4.0 0.0 3.0 4.0 4.0 1.0 3.0 0.0 3.0 5.0 0.0 1.0 4.0 2.0 1.0 3.0 2.0 4.0 3.0 4.0 0.0 0.0 0.0 2.0 0.0 3.0 3.0 2.0 2.0 3.0 4.0 4.0 3.0 4.0 3.0 2.0 2.0 2.0 0.0 0.0 2.0 4.0 1.0 3.0 2.0 3.0 4.0 3.0 2.0 4.0 2.0 2.0 0.0 2.0 4.0 3.0 4.0 3.0 4.0 3.0 3.0 3.0 3.0 4.0 3.0 1.0 3.0 5.0 4.0 4.0 3.0 4.0 4.0 4.0 4.0 3.0 3.0 1.0 2.0 4.0 1.0 4.0 5.0 2.0 3.0 3.0 3.0 2.0 3.0 3.0 3.0 4.0 3.0 3.0 1.0 4.0 3.0 5.0 1.0 1.0 3.0 3.0 1.0 2.0 3.0 3.0 3.0 2.0 2.0 2.0 2.0 4.0 2.0 5.0 2.0 5.0 4.0 3.0 2.0 1.0 5.0 2.0 5.0 3.0 1.0 2.0 3.0 4.0 2.0 3.0 2.0 0.0 4.0 4.0 3.0 4.0 2.0 3.0 3.0 3.0 5.0 4.0 3.0 2.0 2.0 3.0 1.0 2.0 4.0 2.0 3.0 3.0 2.0 1.0 0.0 4.0 3.0 6.0 1.0 3.0 1.0 5.0 2.0 3.0 3.0 5.0 3.0 3.0 4.0 5.0 4.0 3.0 3.0 3.0 6.0 4.0 7.0 6.0 9.0 4.0
4 3.0 3.0 4.0 4.0 4.0 2.0 3.0 1.0 5.0 4.0 3.0 3.0 6.0 4.0 2.0 4.0 4.0 1.0 0.0 0.0 3.0 2.0 0.0 3.0 2.0 5.0 2.0 0.0 2.0 3.0 3.0 1.0 4.0 3.0 2.0 3.0 1.0 2.0 2.0 4.0 3.0 1.0 2.0 1.0 1.0 3.0 4.0 0.0 3.0 1.0 2.0 2.0 3.0 1.0 3.0 3.0 1.0 1.0 4.0 2.0 0.0 0.0 1.0 2.0 4.0 3.0 1.0 0.0 1.0 0.0 0.0 2.0 4.0 3.0 3.0 3.0 3.0 1.0 1.0 3.0 3.0 4.0 2.0 4.0 2.0 1.0 2.0 3.0 2.0 4.0 3.0 3.0 3.0 5.0 1.0 3.0 3.0 3.0 3.0 4.0 2.0 1.0 3.0 0.0 2.0 0.0 3.0 4.0 1.0 4.0 3.0 3.0 4.0 3.0 2.0 2.0 1.0 2.0 2.0 5.0 4.0 3.0 3.0 3.0 4.0 3.0 2.0 3.0 4.0 4.0 3.0 3.0 3.0 1.0 4.0 3.0 4.0 2.0 3.0 3.0 1.0 3.0 3.0 2.0 3.0 2.0 2.0 2.0 2.0 4.0 2.0 1.0 3.0 1.0 3.0 4.0 4.0 1.0 3.0 0.0 3.0 2.0 3.0 4.0 4.0 4.0 3.0 4.0 3.0 4.0 4.0 5.0 3.0 4.0 3.0 2.0 3.0 1.0 3.0 3.0 3.0 4.0 3.0 4.0 2.0 3.0 3.0 3.0 3.0 3.0 3.0 0.0 2.0 1.0 3.0 5.0 5.0 2.0 4.0 2.0 1.0 3.0 3.0 7.0 1.0 5.0 4.0 3.0 5.0 5.0 4.0 5.0 2.0 3.0 5.0 6.0 6.0 5.0 5.0 4.0 4.0 4.0 5.0 2.0 9.0 3.0
FINANZ_SPARER is highly correlated with FINANZ_ANLEGER (ρ = 0.91465) Rejected
KBA13_HALTER_66 is highly correlated with KBA13_ALTERHALTER_61 (ρ = 0.93218) Rejected
KBA13_HERST_SONST is highly correlated with KBA13_FAB_SONSTIGE (ρ = 1) Rejected
KBA13_KMH_250 is highly correlated with KBA13_KMH_211 (ρ = 0.96209) Rejected
PLZ8_GBZ is highly correlated with KBA13_GBZ (ρ = 0.97099) Rejected
PLZ8_HHZ is highly correlated with KBA13_HHZ (ρ = 0.96257) Rejected
In [ ]:
 
In [187]:
pp.ProfileReport(ordi_azdias)
Out[187]:

Overview

Dataset info

Number of variables 226
Number of observations 891221
Total Missing (%) 0.0%
Total size in memory 1.5 GiB
Average record size in memory 1.8 KiB

Variables types

Numeric 217
Categorical 0
Boolean 1
Date 0
Text (Unique) 0
Rejected 8
Unsupported 0

Warnings

Variables

ALTERSKATEGORIE_GROB
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7774
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 4
Maximum 9
Range 8
Interquartile range 2

Descriptive statistics

Standard deviation 1.0688
Coef of variation 0.38481
Kurtosis 2.4304
Mean 2.7774
MAD 0.84629
Skewness 0.21964
Sum 2475275
Variance 1.1423
Memory size 6.8 MiB
Value Count Frequency (%)  
3 358533 40.2%
 
4 228510 25.6%
 
2 158410 17.8%
 
1 142887 16.0%
 
9 2881 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
1 142887 16.0%
 
2 158410 17.8%
 
3 358533 40.2%
 
4 228510 25.6%
 
9 2881 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
1 142887 16.0%
 
2 158410 17.8%
 
3 358533 40.2%
 
4 228510 25.6%
 
9 2881 0.3%
 

ARBEIT
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2586
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 4
Maximum 9
Range 8
Interquartile range 1

Descriptive statistics

Standard deviation 0.98105
Coef of variation 0.30106
Kurtosis -0.047108
Mean 3.2586
MAD 0.8189
Skewness -0.65016
Sum 2904200
Variance 0.96245
Memory size 6.8 MiB
Value Count Frequency (%)  
4.0 408555 45.8%
 
3.0 254988 28.6%
 
2.0 135662 15.2%
 
1.0 56767 6.4%
 
5.0 35090 3.9%
 
9.0 159 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 56767 6.4%
 
2.0 135662 15.2%
 
3.0 254988 28.6%
 
4.0 408555 45.8%
 
5.0 35090 3.9%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 135662 15.2%
 
3.0 254988 28.6%
 
4.0 408555 45.8%
 
5.0 35090 3.9%
 
9.0 159 0.0%
 

BALLRAUM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.3473
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 6
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 4

Descriptive statistics

Standard deviation 2.142
Coef of variation 0.49271
Kurtosis -1.4016
Mean 4.3473
MAD 1.9601
Skewness -0.43252
Sum 3874400
Variance 4.5881
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 348833 39.1%
 
1.0 151782 17.0%
 
2.0 104521 11.7%
 
7.0 99039 11.1%
 
3.0 73277 8.2%
 
4.0 61358 6.9%
 
5.0 52411 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 151782 17.0%
 
2.0 104521 11.7%
 
3.0 73277 8.2%
 
4.0 61358 6.9%
 
5.0 52411 5.9%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 73277 8.2%
 
4.0 61358 6.9%
 
5.0 52411 5.9%
 
6.0 348833 39.1%
 
7.0 99039 11.1%
 

D19_KONSUMTYP_MAX
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.8492
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 8
Q3 9
95-th percentile 9
Maximum 9
Range 8
Interquartile range 7

Descriptive statistics

Standard deviation 3.2258
Coef of variation 0.55149
Kurtosis -1.5917
Mean 5.8492
MAD 3.0742
Skewness -0.43399
Sum 5213000
Variance 10.406
Memory size 6.8 MiB
Value Count Frequency (%)  
8.0 260285 29.2%
 
9.0 257113 28.8%
 
1.0 144570 16.2%
 
2.0 91423 10.3%
 
4.0 75752 8.5%
 
3.0 62078 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 144570 16.2%
 
2.0 91423 10.3%
 
3.0 62078 7.0%
 
4.0 75752 8.5%
 
8.0 260285 29.2%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 91423 10.3%
 
3.0 62078 7.0%
 
4.0 75752 8.5%
 
8.0 260285 29.2%
 
9.0 257113 28.8%
 

EWDICHTE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.1559
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 5
Q3 6
95-th percentile 6
Maximum 6
Range 5
Interquartile range 4

Descriptive statistics

Standard deviation 1.7447
Coef of variation 0.4198
Kurtosis -1.186
Mean 4.1559
MAD 1.5251
Skewness -0.46836
Sum 3703900
Variance 3.0439
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 294749 33.1%
 
5.0 161209 18.1%
 
2.0 139087 15.6%
 
4.0 130716 14.7%
 
1.0 84051 9.4%
 
3.0 81409 9.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 84051 9.4%
 
2.0 139087 15.6%
 
3.0 81409 9.1%
 
4.0 130716 14.7%
 
5.0 161209 18.1%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 139087 15.6%
 
3.0 81409 9.1%
 
4.0 130716 14.7%
 
5.0 161209 18.1%
 
6.0 294749 33.1%
 

FINANZ_ANLEGER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0333
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.5296
Coef of variation 0.50427
Kurtosis -1.4789
Mean 3.0333
MAD 1.3465
Skewness -0.011488
Sum 2703400
Variance 2.3397
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 234508 26.3%
 
1.0 210812 23.7%
 
2.0 161286 18.1%
 
4.0 143597 16.1%
 
3.0 141018 15.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 210812 23.7%
 
2.0 161286 18.1%
 
3.0 141018 15.8%
 
4.0 143597 16.1%
 
5.0 234508 26.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 210812 23.7%
 
2.0 161286 18.1%
 
3.0 141018 15.8%
 
4.0 143597 16.1%
 
5.0 234508 26.3%
 

FINANZ_HAUSBAUER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0751
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.3532
Coef of variation 0.44006
Kurtosis -1.1521
Mean 3.0751
MAD 1.1207
Skewness -0.025515
Sum 2740600
Variance 1.8313
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 235184 26.4%
 
5.0 183918 20.6%
 
2.0 171847 19.3%
 
4.0 157168 17.6%
 
1.0 143104 16.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 143104 16.1%
 
2.0 171847 19.3%
 
3.0 235184 26.4%
 
4.0 157168 17.6%
 
5.0 183918 20.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 143104 16.1%
 
2.0 171847 19.3%
 
3.0 235184 26.4%
 
4.0 157168 17.6%
 
5.0 183918 20.6%
 

FINANZ_MINIMALIST
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0745
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.3211
Coef of variation 0.42968
Kurtosis -1.069
Mean 3.0745
MAD 1.0769
Skewness -0.05161
Sum 2740100
Variance 1.7452
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 256276 28.8%
 
5.0 168863 18.9%
 
4.0 167182 18.8%
 
2.0 159313 17.9%
 
1.0 139587 15.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 139587 15.7%
 
2.0 159313 17.9%
 
3.0 256276 28.8%
 
4.0 167182 18.8%
 
5.0 168863 18.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 139587 15.7%
 
2.0 159313 17.9%
 
3.0 256276 28.8%
 
4.0 167182 18.8%
 
5.0 168863 18.9%
 

FINANZ_SPARER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.821
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.4647
Coef of variation 0.51922
Kurtosis -1.4132
Mean 2.821
MAD 1.3045
Skewness 0.088974
Sum 2514200
Variance 2.1455
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 250213 28.1%
 
4.0 201223 22.6%
 
2.0 153051 17.2%
 
5.0 146380 16.4%
 
3.0 140354 15.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 250213 28.1%
 
2.0 153051 17.2%
 
3.0 140354 15.7%
 
4.0 201223 22.6%
 
5.0 146380 16.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 250213 28.1%
 
2.0 153051 17.2%
 
3.0 140354 15.7%
 
4.0 201223 22.6%
 
5.0 146380 16.4%
 

FINANZ_UNAUFFAELLIGER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8742
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.4867
Coef of variation 0.51727
Kurtosis -1.3674
Mean 2.8742
MAD 1.2922
Skewness 0.17516
Sum 2561500
Variance 2.2104
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 220597 24.8%
 
5.0 200551 22.5%
 
2.0 185749 20.8%
 
3.0 170628 19.1%
 
4.0 113696 12.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 220597 24.8%
 
2.0 185749 20.8%
 
3.0 170628 19.1%
 
4.0 113696 12.8%
 
5.0 200551 22.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 220597 24.8%
 
2.0 185749 20.8%
 
3.0 170628 19.1%
 
4.0 113696 12.8%
 
5.0 200551 22.5%
 

FINANZ_VORSORGER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.4011
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.3221
Coef of variation 0.38874
Kurtosis -0.96826
Mean 3.4011
MAD 1.1357
Skewness -0.36282
Sum 3031100
Variance 1.748
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 242262 27.2%
 
3.0 229842 25.8%
 
4.0 198218 22.2%
 
2.0 116530 13.1%
 
1.0 104369 11.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 104369 11.7%
 
2.0 116530 13.1%
 
3.0 229842 25.8%
 
4.0 198218 22.2%
 
5.0 242262 27.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 104369 11.7%
 
2.0 116530 13.1%
 
3.0 229842 25.8%
 
4.0 198218 22.2%
 
5.0 242262 27.2%
 

GEBAEUDETYP_RASTER
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.7657
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 4
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.87727
Coef of variation 0.23297
Kurtosis 0.57767
Mean 3.7657
MAD 0.67914
Skewness -0.71041
Sum 3356000
Variance 0.76961
Memory size 6.8 MiB
Value Count Frequency (%)  
4.0 452775 50.8%
 
3.0 205330 23.0%
 
5.0 159217 17.9%
 
2.0 58961 6.6%
 
1.0 14938 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 14938 1.7%
 
2.0 58961 6.6%
 
3.0 205330 23.0%
 
4.0 452775 50.8%
 
5.0 159217 17.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 14938 1.7%
 
2.0 58961 6.6%
 
3.0 205330 23.0%
 
4.0 452775 50.8%
 
5.0 159217 17.9%
 

HEALTH_TYP
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.2912
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 3
Maximum 3
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.75552
Coef of variation 0.32975
Kurtosis -1.0714
Mean 2.2912
MAD 0.67109
Skewness -0.53826
Sum 2041900
Variance 0.57081
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 421889 47.3%
 
2.0 306944 34.4%
 
1.0 162388 18.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 162388 18.2%
 
2.0 306944 34.4%
 
3.0 421889 47.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 162388 18.2%
 
2.0 306944 34.4%
 
3.0 421889 47.3%
 

HH_EINKOMMEN_SCORE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.2442
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 6
Maximum 6
Range 5
Interquartile range 3

Descriptive statistics

Standard deviation 1.6273
Coef of variation 0.38342
Kurtosis -1.0295
Mean 4.2442
MAD 1.4101
Skewness -0.52591
Sum 3782500
Variance 2.6481
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 271123 30.4%
 
5.0 201482 22.6%
 
2.0 140817 15.8%
 
4.0 139762 15.7%
 
3.0 84805 9.5%
 
1.0 53232 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 53232 6.0%
 
2.0 140817 15.8%
 
3.0 84805 9.5%
 
4.0 139762 15.7%
 
5.0 201482 22.6%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 140817 15.8%
 
3.0 84805 9.5%
 
4.0 139762 15.7%
 
5.0 201482 22.6%
 
6.0 271123 30.4%
 

INNENSTADT
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.5969
Minimum 1
Maximum 8
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 8
Maximum 8
Range 7
Interquartile range 3

Descriptive statistics

Standard deviation 1.9242
Coef of variation 0.41859
Kurtosis -0.70238
Mean 4.5969
MAD 1.5667
Skewness -0.032307
Sum 4096800
Variance 3.7026
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 241366 27.1%
 
4.0 134067 15.0%
 
6.0 111679 12.5%
 
2.0 109048 12.2%
 
3.0 92818 10.4%
 
8.0 82870 9.3%
 
7.0 67463 7.6%
 
1.0 51910 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 51910 5.8%
 
2.0 109048 12.2%
 
3.0 92818 10.4%
 
4.0 134067 15.0%
 
5.0 241366 27.1%
 

Maximum 5 values

Value Count Frequency (%)  
4.0 134067 15.0%
 
5.0 241366 27.1%
 
6.0 111679 12.5%
 
7.0 67463 7.6%
 
8.0 82870 9.3%
 

KBA05_ALTER1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9445
Minimum 0
Maximum 4
Zeros (%) 11.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.0884
Coef of variation 0.55971
Kurtosis -0.43266
Mean 1.9445
MAD 0.80261
Skewness -0.016687
Sum 1733000
Variance 1.1845
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 376735 42.3%
 
1.0 167046 18.7%
 
3.0 166129 18.6%
 
0.0 102789 11.5%
 
4.0 78522 8.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 102789 11.5%
 
1.0 167046 18.7%
 
2.0 376735 42.3%
 
3.0 166129 18.6%
 
4.0 78522 8.8%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 102789 11.5%
 
1.0 167046 18.7%
 
2.0 376735 42.3%
 
3.0 166129 18.6%
 
4.0 78522 8.8%
 

KBA05_ALTER2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0275
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.97207
Coef of variation 0.32108
Kurtosis -0.0026808
Mean 3.0275
MAD 0.66877
Skewness 0.056429
Sum 2698200
Variance 0.94493
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 436217 48.9%
 
2.0 165806 18.6%
 
4.0 159928 17.9%
 
5.0 72236 8.1%
 
1.0 57034 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 57034 6.4%
 
2.0 165806 18.6%
 
3.0 436217 48.9%
 
4.0 159928 17.9%
 
5.0 72236 8.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 57034 6.4%
 
2.0 165806 18.6%
 
3.0 436217 48.9%
 
4.0 159928 17.9%
 
5.0 72236 8.1%
 

KBA05_ALTER3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9959
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.98112
Coef of variation 0.32749
Kurtosis 0.011364
Mean 2.9959
MAD 0.66002
Skewness 0.0041973
Sum 2670000
Variance 0.9626
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 440546 49.4%
 
2.0 158737 17.8%
 
4.0 156194 17.5%
 
1.0 68157 7.6%
 
5.0 67587 7.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 68157 7.6%
 
2.0 158737 17.8%
 
3.0 440546 49.4%
 
4.0 156194 17.5%
 
5.0 67587 7.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 68157 7.6%
 
2.0 158737 17.8%
 
3.0 440546 49.4%
 
4.0 156194 17.5%
 
5.0 67587 7.6%
 

KBA05_ALTER4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.832
Minimum 0
Maximum 5
Zeros (%) 5.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.1377
Coef of variation 0.40173
Kurtosis 0.61737
Mean 2.832
MAD 0.81095
Skewness -0.59555
Sum 2523900
Variance 1.2944
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447195 50.2%
 
4.0 144073 16.2%
 
2.0 138597 15.6%
 
1.0 56822 6.4%
 
5.0 54407 6.1%
 
0.0 50127 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 50127 5.6%
 
1.0 56822 6.4%
 
2.0 138597 15.6%
 
3.0 447195 50.2%
 
4.0 144073 16.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 56822 6.4%
 
2.0 138597 15.6%
 
3.0 447195 50.2%
 
4.0 144073 16.2%
 
5.0 54407 6.1%
 

KBA05_ANHANG
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.96609
Minimum 0
Maximum 3
Zeros (%) 29.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.86322
Coef of variation 0.89352
Kurtosis 0.45606
Mean 0.96609
MAD 0.57701
Skewness 0.91845
Sum 861000
Variance 0.74516
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 470673 52.8%
 
0.0 266145 29.9%
 
3.0 81525 9.1%
 
2.0 72878 8.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 266145 29.9%
 
1.0 470673 52.8%
 
2.0 72878 8.2%
 
3.0 81525 9.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 266145 29.9%
 
1.0 470673 52.8%
 
2.0 72878 8.2%
 
3.0 81525 9.1%
 

KBA05_ANTG1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2707
Minimum 0
Maximum 4
Zeros (%) 44.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.4001
Coef of variation 1.1018
Kurtosis -0.90498
Mean 1.2707
MAD 1.2226
Skewness 0.69438
Sum 1132500
Variance 1.9603
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 394373 44.3%
 
1.0 161224 18.1%
 
2.0 126725 14.2%
 
3.0 117762 13.2%
 
4.0 91137 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 394373 44.3%
 
1.0 161224 18.1%
 
2.0 126725 14.2%
 
3.0 117762 13.2%
 
4.0 91137 10.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 394373 44.3%
 
1.0 161224 18.1%
 
2.0 126725 14.2%
 
3.0 117762 13.2%
 
4.0 91137 10.2%
 

KBA05_ANTG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0763
Minimum 0
Maximum 4
Zeros (%) 47.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 3
Maximum 4
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.2338
Coef of variation 1.1464
Kurtosis -0.76112
Mean 1.0763
MAD 1.0566
Skewness 0.75097
Sum 959180
Variance 1.5223
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 425862 47.8%
 
1.0 163751 18.4%
 
2.0 138273 15.5%
 
3.0 134455 15.1%
 
4.0 28880 3.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 425862 47.8%
 
1.0 163751 18.4%
 
2.0 138273 15.5%
 
3.0 134455 15.1%
 
4.0 28880 3.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 425862 47.8%
 
1.0 163751 18.4%
 
2.0 138273 15.5%
 
3.0 134455 15.1%
 
4.0 28880 3.2%
 

KBA05_ANTG3
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.5311
Minimum 0
Maximum 3
Zeros (%) 72.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.96075
Coef of variation 1.809
Kurtosis 1.1555
Mean 0.5311
MAD 0.76858
Skewness 1.6087
Sum 473330
Variance 0.92304
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 644869 72.4%
 
1.0 92748 10.4%
 
2.0 80234 9.0%
 
3.0 73370 8.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 644869 72.4%
 
1.0 92748 10.4%
 
2.0 80234 9.0%
 
3.0 73370 8.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 644869 72.4%
 
1.0 92748 10.4%
 
2.0 80234 9.0%
 
3.0 73370 8.2%
 

KBA05_ANTG4
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.26016
Minimum 0
Maximum 2
Zeros (%) 82.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 2
Maximum 2
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.59904
Coef of variation 2.3026
Kurtosis 3.1667
Mean 0.26016
MAD 0.42824
Skewness 2.1473
Sum 231860
Variance 0.35884
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 733495 82.3%
 
1.0 83591 9.4%
 
2.0 74135 8.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 733495 82.3%
 
1.0 83591 9.4%
 
2.0 74135 8.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 733495 82.3%
 
1.0 83591 9.4%
 
2.0 74135 8.3%
 

KBA05_AUTOQUOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0773
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0491
Coef of variation 0.34093
Kurtosis -0.21475
Mean 3.0773
MAD 0.7609
Skewness -0.16177
Sum 2742600
Variance 1.1007
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 406128 45.6%
 
4.0 194706 21.8%
 
2.0 123320 13.8%
 
1.0 84157 9.4%
 
5.0 82910 9.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 84157 9.4%
 
2.0 123320 13.8%
 
3.0 406128 45.6%
 
4.0 194706 21.8%
 
5.0 82910 9.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 84157 9.4%
 
2.0 123320 13.8%
 
3.0 406128 45.6%
 
4.0 194706 21.8%
 
5.0 82910 9.3%
 

KBA05_CCM1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9706
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.97825
Coef of variation 0.32931
Kurtosis 0.0087799
Mean 2.9706
MAD 0.67189
Skewness 0.044071
Sum 2647400
Variance 0.95696
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 438111 49.2%
 
2.0 170860 19.2%
 
4.0 148741 16.7%
 
1.0 67781 7.6%
 
5.0 65728 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 67781 7.6%
 
2.0 170860 19.2%
 
3.0 438111 49.2%
 
4.0 148741 16.7%
 
5.0 65728 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 67781 7.6%
 
2.0 170860 19.2%
 
3.0 438111 49.2%
 
4.0 148741 16.7%
 
5.0 65728 7.4%
 

KBA05_CCM2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9986
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.95018
Coef of variation 0.31688
Kurtosis 0.10399
Mean 2.9986
MAD 0.63234
Skewness -0.023876
Sum 2672400
Variance 0.90285
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 449185 50.4%
 
4.0 163350 18.3%
 
2.0 157818 17.7%
 
1.0 62138 7.0%
 
5.0 58730 6.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 62138 7.0%
 
2.0 157818 17.7%
 
3.0 449185 50.4%
 
4.0 163350 18.3%
 
5.0 58730 6.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 62138 7.0%
 
2.0 157818 17.7%
 
3.0 449185 50.4%
 
4.0 163350 18.3%
 
5.0 58730 6.6%
 

KBA05_CCM3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0233
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.98634
Coef of variation 0.32624
Kurtosis -0.027346
Mean 3.0233
MAD 0.67737
Skewness -0.016915
Sum 2694400
Variance 0.97286
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 434052 48.7%
 
4.0 166348 18.7%
 
2.0 154038 17.3%
 
5.0 70510 7.9%
 
1.0 66273 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 66273 7.4%
 
2.0 154038 17.3%
 
3.0 434052 48.7%
 
4.0 166348 18.7%
 
5.0 70510 7.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 66273 7.4%
 
2.0 154038 17.3%
 
3.0 434052 48.7%
 
4.0 166348 18.7%
 
5.0 70510 7.9%
 

KBA05_CCM4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0061
Minimum 0
Maximum 4
Zeros (%) 47.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.2035
Coef of variation 1.1962
Kurtosis -0.0040275
Mean 1.0061
MAD 0.95611
Skewness 1.0228
Sum 896650
Variance 1.4484
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 422174 47.4%
 
1.0 214682 24.1%
 
2.0 128431 14.4%
 
3.0 78631 8.8%
 
4.0 47303 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 422174 47.4%
 
1.0 214682 24.1%
 
2.0 128431 14.4%
 
3.0 78631 8.8%
 
4.0 47303 5.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 422174 47.4%
 
1.0 214682 24.1%
 
2.0 128431 14.4%
 
3.0 78631 8.8%
 
4.0 47303 5.3%
 

KBA05_DIESEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0096
Minimum 0
Maximum 4
Zeros (%) 7.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96883
Coef of variation 0.4821
Kurtosis 0.042792
Mean 2.0096
MAD 0.65308
Skewness -0.017932
Sum 1791000
Variance 0.93863
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 442726 49.7%
 
3.0 163675 18.4%
 
1.0 155449 17.4%
 
4.0 64771 7.3%
 
0.0 64600 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 64600 7.2%
 
1.0 155449 17.4%
 
2.0 442726 49.7%
 
3.0 163675 18.4%
 
4.0 64771 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 64600 7.2%
 
1.0 155449 17.4%
 
2.0 442726 49.7%
 
3.0 163675 18.4%
 
4.0 64771 7.3%
 

KBA05_FRAU
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.994
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.98101
Coef of variation 0.32766
Kurtosis 0.064183
Mean 2.994
MAD 0.65285
Skewness 0.018522
Sum 2668300
Variance 0.96238
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 451330 50.6%
 
2.0 153893 17.3%
 
4.0 146721 16.5%
 
5.0 70099 7.9%
 
1.0 69178 7.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 69178 7.8%
 
2.0 153893 17.3%
 
3.0 451330 50.6%
 
4.0 146721 16.5%
 
5.0 70099 7.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 69178 7.8%
 
2.0 153893 17.3%
 
3.0 451330 50.6%
 
4.0 146721 16.5%
 
5.0 70099 7.9%
 

KBA05_GBZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1349
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.2274
Coef of variation 0.39152
Kurtosis -0.79043
Mean 3.1349
MAD 0.9669
Skewness -0.069739
Sum 2793800
Variance 1.5064
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 331157 37.2%
 
5.0 158971 17.8%
 
4.0 155301 17.4%
 
2.0 138528 15.5%
 
1.0 107264 12.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 107264 12.0%
 
2.0 138528 15.5%
 
3.0 331157 37.2%
 
4.0 155301 17.4%
 
5.0 158971 17.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 107264 12.0%
 
2.0 138528 15.5%
 
3.0 331157 37.2%
 
4.0 155301 17.4%
 
5.0 158971 17.8%
 

KBA05_HERST1
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.289
Minimum 0
Maximum 5
Zeros (%) 8.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2532
Coef of variation 0.54749
Kurtosis -0.10834
Mean 2.289
MAD 0.97413
Skewness 0.28309
Sum 2040000
Variance 1.5705
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 373797 41.9%
 
3.0 177138 19.9%
 
1.0 118781 13.3%
 
4.0 87517 9.8%
 
0.0 75567 8.5%
 
5.0 58421 6.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 75567 8.5%
 
1.0 118781 13.3%
 
2.0 373797 41.9%
 
3.0 177138 19.9%
 
4.0 87517 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 118781 13.3%
 
2.0 373797 41.9%
 
3.0 177138 19.9%
 
4.0 87517 9.8%
 
5.0 58421 6.6%
 

KBA05_HERST2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9882
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94122
Coef of variation 0.31498
Kurtosis 0.1242
Mean 2.9882
MAD 0.63112
Skewness 0.065521
Sum 2663100
Variance 0.8859
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 450042 50.5%
 
2.0 172981 19.4%
 
4.0 152039 17.1%
 
5.0 60682 6.8%
 
1.0 55477 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 55477 6.2%
 
2.0 172981 19.4%
 
3.0 450042 50.5%
 
4.0 152039 17.1%
 
5.0 60682 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 55477 6.2%
 
2.0 172981 19.4%
 
3.0 450042 50.5%
 
4.0 152039 17.1%
 
5.0 60682 6.8%
 

KBA05_HERST3
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9309
Minimum 0
Maximum 5
Zeros (%) 1.9%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.026
Coef of variation 0.35006
Kurtosis 0.54831
Mean 2.9309
MAD 0.70498
Skewness -0.27717
Sum 2612100
Variance 1.0527
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446529 50.1%
 
2.0 159475 17.9%
 
4.0 147284 16.5%
 
5.0 60821 6.8%
 
1.0 60323 6.8%
 
0.0 16789 1.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 16789 1.9%
 
1.0 60323 6.8%
 
2.0 159475 17.9%
 
3.0 446529 50.1%
 
4.0 147284 16.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 60323 6.8%
 
2.0 159475 17.9%
 
3.0 446529 50.1%
 
4.0 147284 16.5%
 
5.0 60821 6.8%
 

KBA05_HERST4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8622
Minimum 0
Maximum 5
Zeros (%) 3.4%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.136
Coef of variation 0.39689
Kurtosis 0.21628
Mean 2.8622
MAD 0.82944
Skewness -0.31339
Sum 2550900
Variance 1.2904
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 407643 45.7%
 
2.0 164362 18.4%
 
4.0 142648 16.0%
 
1.0 75131 8.4%
 
5.0 70698 7.9%
 
0.0 30739 3.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 30739 3.4%
 
1.0 75131 8.4%
 
2.0 164362 18.4%
 
3.0 407643 45.7%
 
4.0 142648 16.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 75131 8.4%
 
2.0 164362 18.4%
 
3.0 407643 45.7%
 
4.0 142648 16.0%
 
5.0 70698 7.9%
 

KBA05_HERST5
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8355
Minimum 0
Maximum 5
Zeros (%) 5.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.1821
Coef of variation 0.4169
Kurtosis 0.21613
Mean 2.8355
MAD 0.87657
Skewness -0.44975
Sum 2527000
Variance 1.3974
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 390280 43.8%
 
2.0 164321 18.4%
 
4.0 159261 17.9%
 
5.0 65111 7.3%
 
1.0 64953 7.3%
 
0.0 47295 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 47295 5.3%
 
1.0 64953 7.3%
 
2.0 164321 18.4%
 
3.0 390280 43.8%
 
4.0 159261 17.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64953 7.3%
 
2.0 164321 18.4%
 
3.0 390280 43.8%
 
4.0 159261 17.9%
 
5.0 65111 7.3%
 

KBA05_HERSTTEMP
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7399
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.1253
Coef of variation 0.41071
Kurtosis -0.51982
Mean 2.7399
MAD 0.89616
Skewness 0.064632
Sum 2441900
Variance 1.2663
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 385465 43.3%
 
1.0 162386 18.2%
 
2.0 157856 17.7%
 
4.0 120193 13.5%
 
5.0 65321 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 162386 18.2%
 
2.0 157856 17.7%
 
3.0 385465 43.3%
 
4.0 120193 13.5%
 
5.0 65321 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 162386 18.2%
 
2.0 157856 17.7%
 
3.0 385465 43.3%
 
4.0 120193 13.5%
 
5.0 65321 7.3%
 

KBA05_KRSAQUOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9836
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.034
Coef of variation 0.34657
Kurtosis -0.12757
Mean 2.9836
MAD 0.70801
Skewness 0.011793
Sum 2659100
Variance 1.0692
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 431636 48.4%
 
2.0 151394 17.0%
 
4.0 143668 16.1%
 
1.0 83978 9.4%
 
5.0 80545 9.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 83978 9.4%
 
2.0 151394 17.0%
 
3.0 431636 48.4%
 
4.0 143668 16.1%
 
5.0 80545 9.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 83978 9.4%
 
2.0 151394 17.0%
 
3.0 431636 48.4%
 
4.0 143668 16.1%
 
5.0 80545 9.0%
 

KBA05_KRSHERST1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9425
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.92555
Coef of variation 0.31455
Kurtosis 0.10848
Mean 2.9425
MAD 0.64557
Skewness -0.048371
Sum 2622400
Variance 0.85664
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447213 50.2%
 
2.0 174764 19.6%
 
4.0 161780 18.2%
 
1.0 63300 7.1%
 
5.0 44164 5.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 63300 7.1%
 
2.0 174764 19.6%
 
3.0 447213 50.2%
 
4.0 161780 18.2%
 
5.0 44164 5.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 63300 7.1%
 
2.0 174764 19.6%
 
3.0 447213 50.2%
 
4.0 161780 18.2%
 
5.0 44164 5.0%
 

KBA05_KRSHERST2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9674
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.97234
Coef of variation 0.32767
Kurtosis 0.050429
Mean 2.9674
MAD 0.66418
Skewness -0.01351
Sum 2644600
Variance 0.94544
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446006 50.0%
 
2.0 160002 18.0%
 
4.0 152437 17.1%
 
1.0 71757 8.1%
 
5.0 61019 6.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 71757 8.1%
 
2.0 160002 18.0%
 
3.0 446006 50.0%
 
4.0 152437 17.1%
 
5.0 61019 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 71757 8.1%
 
2.0 160002 18.0%
 
3.0 446006 50.0%
 
4.0 152437 17.1%
 
5.0 61019 6.8%
 

KBA05_KRSHERST3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0312
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0001
Coef of variation 0.32993
Kurtosis -0.026828
Mean 3.0312
MAD 0.68531
Skewness 0.054383
Sum 2701500
Variance 1.0002
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 441408 49.5%
 
2.0 154609 17.3%
 
4.0 147717 16.6%
 
5.0 82429 9.2%
 
1.0 65058 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 65058 7.3%
 
2.0 154609 17.3%
 
3.0 441408 49.5%
 
4.0 147717 16.6%
 
5.0 82429 9.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 65058 7.3%
 
2.0 154609 17.3%
 
3.0 441408 49.5%
 
4.0 147717 16.6%
 
5.0 82429 9.2%
 

KBA05_KRSKLEIN
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9926
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.58661
Coef of variation 0.29439
Kurtosis -0.09439
Mean 1.9926
MAD 0.34894
Skewness 0.0011807
Sum 1775900
Variance 0.34411
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 584493 65.6%
 
1.0 156643 17.6%
 
3.0 150085 16.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 156643 17.6%
 
2.0 584493 65.6%
 
3.0 150085 16.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 156643 17.6%
 
2.0 584493 65.6%
 
3.0 150085 16.8%
 

KBA05_KRSOBER
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9714
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.5584
Coef of variation 0.28325
Kurtosis 0.19763
Mean 1.9714
MAD 0.33146
Skewness -0.010468
Sum 1757000
Variance 0.31181
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 612602 68.7%
 
1.0 152048 17.1%
 
3.0 126571 14.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 152048 17.1%
 
2.0 612602 68.7%
 
3.0 126571 14.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 152048 17.1%
 
2.0 612602 68.7%
 
3.0 126571 14.2%
 

KBA05_KRSVAN
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9991
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.53075
Coef of variation 0.2655
Kurtosis 0.54987
Mean 1.9991
MAD 0.28236
Skewness -0.00094857
Sum 1781600
Variance 0.2817
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 640163 71.8%
 
1.0 125937 14.1%
 
3.0 125121 14.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 125937 14.1%
 
2.0 640163 71.8%
 
3.0 125121 14.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 125937 14.1%
 
2.0 640163 71.8%
 
3.0 125121 14.0%
 

KBA05_KRSZUL
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9393
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.63533
Coef of variation 0.3276
Kurtosis -0.53538
Mean 1.9393
MAD 0.4396
Skewness 0.050771
Sum 1728400
Variance 0.40364
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 528205 59.3%
 
1.0 208542 23.4%
 
3.0 154474 17.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 208542 23.4%
 
2.0 528205 59.3%
 
3.0 154474 17.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 208542 23.4%
 
2.0 528205 59.3%
 
3.0 154474 17.3%
 

KBA05_KW1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.98
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.0107
Coef of variation 0.33917
Kurtosis -0.12132
Mean 2.98
MAD 0.70022
Skewness -0.019081
Sum 2655800
Variance 1.0216
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 422966 47.5%
 
4.0 160522 18.0%
 
2.0 160221 18.0%
 
1.0 78285 8.8%
 
5.0 69227 7.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 78285 8.8%
 
2.0 160221 18.0%
 
3.0 422966 47.5%
 
4.0 160522 18.0%
 
5.0 69227 7.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 78285 8.8%
 
2.0 160221 18.0%
 
3.0 422966 47.5%
 
4.0 160522 18.0%
 
5.0 69227 7.8%
 

KBA05_KW2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9971
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.96254
Coef of variation 0.32115
Kurtosis 0.11259
Mean 2.9971
MAD 0.63708
Skewness 0.0077315
Sum 2671100
Variance 0.92648
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 454356 51.0%
 
2.0 155172 17.4%
 
4.0 152081 17.1%
 
5.0 64938 7.3%
 
1.0 64674 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 64674 7.3%
 
2.0 155172 17.4%
 
3.0 454356 51.0%
 
4.0 152081 17.1%
 
5.0 64938 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64674 7.3%
 
2.0 155172 17.4%
 
3.0 454356 51.0%
 
4.0 152081 17.1%
 
5.0 64938 7.3%
 

KBA05_KW3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3361
Minimum 0
Maximum 4
Zeros (%) 23.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.1325
Coef of variation 0.84761
Kurtosis 0.011583
Mean 1.3361
MAD 0.90797
Skewness 0.83003
Sum 1190700
Variance 1.2825
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 381628 42.8%
 
0.0 206843 23.2%
 
2.0 160776 18.0%
 
3.0 80358 9.0%
 
4.0 61616 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 206843 23.2%
 
1.0 381628 42.8%
 
2.0 160776 18.0%
 
3.0 80358 9.0%
 
4.0 61616 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 206843 23.2%
 
1.0 381628 42.8%
 
2.0 160776 18.0%
 
3.0 80358 9.0%
 
4.0 61616 6.9%
 

KBA05_MAXAH
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2295
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.1725
Coef of variation 0.36305
Kurtosis -0.83981
Mean 3.2295
MAD 0.95163
Skewness 0.14924
Sum 2878200
Variance 1.3747
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 357267 40.1%
 
5.0 195036 21.9%
 
2.0 185708 20.8%
 
4.0 102197 11.5%
 
1.0 51013 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 51013 5.7%
 
2.0 185708 20.8%
 
3.0 357267 40.1%
 
4.0 102197 11.5%
 
5.0 195036 21.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 51013 5.7%
 
2.0 185708 20.8%
 
3.0 357267 40.1%
 
4.0 102197 11.5%
 
5.0 195036 21.9%
 

KBA05_MAXBJ
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0958
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 2

Descriptive statistics

Standard deviation 1.1901
Coef of variation 0.56787
Kurtosis -1.2511
Mean 2.0958
MAD 1.0354
Skewness 0.56391
Sum 1867800
Variance 1.4164
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 405027 45.4%
 
4.0 187538 21.0%
 
2.0 183360 20.6%
 
3.0 115296 12.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 405027 45.4%
 
2.0 183360 20.6%
 
3.0 115296 12.9%
 
4.0 187538 21.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 405027 45.4%
 
2.0 183360 20.6%
 
3.0 115296 12.9%
 
4.0 187538 21.0%
 

KBA05_MAXHERST
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6229
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0564
Coef of variation 0.40275
Kurtosis -0.18639
Mean 2.6229
MAD 0.8829
Skewness 0.70036
Sum 2337600
Variance 1.1159
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 418839 47.0%
 
3.0 209450 23.5%
 
4.0 116436 13.1%
 
1.0 81673 9.2%
 
5.0 64823 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 81673 9.2%
 
2.0 418839 47.0%
 
3.0 209450 23.5%
 
4.0 116436 13.1%
 
5.0 64823 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 81673 9.2%
 
2.0 418839 47.0%
 
3.0 209450 23.5%
 
4.0 116436 13.1%
 
5.0 64823 7.3%
 

KBA05_MAXSEG
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1205
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.84637
Coef of variation 0.39913
Kurtosis -0.18904
Mean 2.1205
MAD 0.63101
Skewness 0.5365
Sum 1889800
Variance 0.71634
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 447290 50.2%
 
1.0 202835 22.8%
 
3.0 171954 19.3%
 
4.0 69142 7.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 202835 22.8%
 
2.0 447290 50.2%
 
3.0 171954 19.3%
 
4.0 69142 7.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 202835 22.8%
 
2.0 447290 50.2%
 
3.0 171954 19.3%
 
4.0 69142 7.8%
 

KBA05_MAXVORB
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.0695
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 3
Maximum 3
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.68281
Coef of variation 0.32994
Kurtosis -0.85929
Mean 2.0695
MAD 0.50297
Skewness -0.088065
Sum 1844400
Variance 0.46622
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 471410 52.9%
 
3.0 240866 27.0%
 
1.0 178945 20.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 178945 20.1%
 
2.0 471410 52.9%
 
3.0 240866 27.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 178945 20.1%
 
2.0 471410 52.9%
 
3.0 240866 27.0%
 

KBA05_MOD1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.073
Minimum 0
Maximum 4
Zeros (%) 48.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.249
Coef of variation 1.164
Kurtosis -0.50156
Mean 1.073
MAD 1.0686
Skewness 0.82409
Sum 956290
Variance 1.56
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 434197 48.7%
 
2.0 180755 20.3%
 
1.0 140854 15.8%
 
3.0 87732 9.8%
 
4.0 47683 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 434197 48.7%
 
1.0 140854 15.8%
 
2.0 180755 20.3%
 
3.0 87732 9.8%
 
4.0 47683 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 434197 48.7%
 
1.0 140854 15.8%
 
2.0 180755 20.3%
 
3.0 87732 9.8%
 
4.0 47683 5.4%
 

KBA05_MOD2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9782
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95442
Coef of variation 0.32047
Kurtosis 0.096809
Mean 2.9782
MAD 0.64507
Skewness -0.01804
Sum 2654200
Variance 0.91092
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 449317 50.4%
 
2.0 160999 18.1%
 
4.0 157456 17.7%
 
1.0 65695 7.4%
 
5.0 57754 6.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 65695 7.4%
 
2.0 160999 18.1%
 
3.0 449317 50.4%
 
4.0 157456 17.7%
 
5.0 57754 6.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 65695 7.4%
 
2.0 160999 18.1%
 
3.0 449317 50.4%
 
4.0 157456 17.7%
 
5.0 57754 6.5%
 

KBA05_MOD3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9821
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.98047
Coef of variation 0.32878
Kurtosis -0.064376
Mean 2.9821
MAD 0.67771
Skewness -0.0044708
Sum 2657700
Variance 0.96132
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 424858 47.7%
 
2.0 170403 19.1%
 
4.0 165736 18.6%
 
1.0 67924 7.6%
 
5.0 62300 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 67924 7.6%
 
2.0 170403 19.1%
 
3.0 424858 47.7%
 
4.0 165736 18.6%
 
5.0 62300 7.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 67924 7.6%
 
2.0 170403 19.1%
 
3.0 424858 47.7%
 
4.0 165736 18.6%
 
5.0 62300 7.0%
 

KBA05_MOD4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7581
Minimum 0
Maximum 5
Zeros (%) 5.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2569
Coef of variation 0.45572
Kurtosis -0.18388
Mean 2.7581
MAD 0.97164
Skewness -0.28191
Sum 2458000
Variance 1.5798
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 371249 41.7%
 
2.0 160094 18.0%
 
4.0 130801 14.7%
 
1.0 97881 11.0%
 
5.0 80606 9.0%
 
0.0 50590 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 50590 5.7%
 
1.0 97881 11.0%
 
2.0 160094 18.0%
 
3.0 371249 41.7%
 
4.0 130801 14.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 97881 11.0%
 
2.0 160094 18.0%
 
3.0 371249 41.7%
 
4.0 130801 14.7%
 
5.0 80606 9.0%
 

KBA05_MOD8
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0237
Minimum 0
Maximum 3
Zeros (%) 41.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 2

Descriptive statistics

Standard deviation 1.0244
Coef of variation 1.0006
Kurtosis -1.0289
Mean 1.0237
MAD 0.86161
Skewness 0.49904
Sum 912380
Variance 1.0493
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 369999 41.5%
 
1.0 217315 24.4%
 
2.0 216657 24.3%
 
3.0 87250 9.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 369999 41.5%
 
1.0 217315 24.4%
 
2.0 216657 24.3%
 
3.0 87250 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 369999 41.5%
 
1.0 217315 24.4%
 
2.0 216657 24.3%
 
3.0 87250 9.8%
 

KBA05_MODTEMP
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0058
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 6
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.1882
Coef of variation 0.3953
Kurtosis -0.43493
Mean 3.0058
MAD 0.86247
Skewness -0.20441
Sum 2678800
Variance 1.4118
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 360326 40.4%
 
4.0 226782 25.4%
 
1.0 151667 17.0%
 
2.0 77576 8.7%
 
5.0 65321 7.3%
 
6.0 9549 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 151667 17.0%
 
2.0 77576 8.7%
 
3.0 360326 40.4%
 
4.0 226782 25.4%
 
5.0 65321 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 77576 8.7%
 
3.0 360326 40.4%
 
4.0 226782 25.4%
 
5.0 65321 7.3%
 
6.0 9549 1.1%
 

KBA05_MOTOR
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6025
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.87074
Coef of variation 0.33457
Kurtosis -0.54348
Mean 2.6025
MAD 0.73578
Skewness -0.37231
Sum 2319400
Variance 0.75818
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 437968 49.1%
 
2.0 222119 24.9%
 
1.0 121085 13.6%
 
4.0 110049 12.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 121085 13.6%
 
2.0 222119 24.9%
 
3.0 437968 49.1%
 
4.0 110049 12.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 121085 13.6%
 
2.0 222119 24.9%
 
3.0 437968 49.1%
 
4.0 110049 12.3%
 

KBA05_MOTRAD
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0203
Minimum 0
Maximum 3
Zeros (%) 22.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.80278
Coef of variation 0.78682
Kurtosis 0.85585
Mean 1.0203
MAD 0.49223
Skewness 0.927
Sum 909300
Variance 0.64445
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 538653 60.4%
 
0.0 204268 22.9%
 
2.0 74250 8.3%
 
3.0 74050 8.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 204268 22.9%
 
1.0 538653 60.4%
 
2.0 74250 8.3%
 
3.0 74050 8.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 204268 22.9%
 
1.0 538653 60.4%
 
2.0 74250 8.3%
 
3.0 74050 8.3%
 

KBA05_SEG1
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.0659
Minimum 0
Maximum 3
Zeros (%) 27.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 2

Descriptive statistics

Standard deviation 0.86504
Coef of variation 0.81157
Kurtosis -0.40744
Mean 1.0659
MAD 0.64844
Skewness 0.49283
Sum 949930
Variance 0.74829
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 399286 44.8%
 
0.0 246416 27.6%
 
2.0 185910 20.9%
 
3.0 59609 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 246416 27.6%
 
1.0 399286 44.8%
 
2.0 185910 20.9%
 
3.0 59609 6.7%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 246416 27.6%
 
1.0 399286 44.8%
 
2.0 185910 20.9%
 
3.0 59609 6.7%
 

KBA05_SEG10
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.8883
Minimum 0
Maximum 4
Zeros (%) 12.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 2
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0538
Coef of variation 0.5581
Kurtosis -0.26771
Mean 1.8883
MAD 0.77566
Skewness -0.054377
Sum 1682900
Variance 1.1106
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 415854 46.7%
 
1.0 151524 17.0%
 
3.0 148664 16.7%
 
0.0 111769 12.5%
 
4.0 63410 7.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 111769 12.5%
 
1.0 151524 17.0%
 
2.0 415854 46.7%
 
3.0 148664 16.7%
 
4.0 63410 7.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 111769 12.5%
 
1.0 151524 17.0%
 
2.0 415854 46.7%
 
3.0 148664 16.7%
 
4.0 63410 7.1%
 

KBA05_SEG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9844
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.95945
Coef of variation 0.32149
Kurtosis 0.08242
Mean 2.9844
MAD 0.6459
Skewness -0.066718
Sum 2659800
Variance 0.92054
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 448533 50.3%
 
4.0 164242 18.4%
 
2.0 152469 17.1%
 
1.0 69404 7.8%
 
5.0 56573 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 69404 7.8%
 
2.0 152469 17.1%
 
3.0 448533 50.3%
 
4.0 164242 18.4%
 
5.0 56573 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 69404 7.8%
 
2.0 152469 17.1%
 
3.0 448533 50.3%
 
4.0 164242 18.4%
 
5.0 56573 6.3%
 

KBA05_SEG3
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9742
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.97178
Coef of variation 0.32674
Kurtosis -0.076071
Mean 2.9742
MAD 0.67949
Skewness 0.042117
Sum 2650600
Variance 0.94436
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 419376 47.1%
 
2.0 184407 20.7%
 
4.0 163976 18.4%
 
1.0 62378 7.0%
 
5.0 61084 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 62378 7.0%
 
2.0 184407 20.7%
 
3.0 419376 47.1%
 
4.0 163976 18.4%
 
5.0 61084 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 62378 7.0%
 
2.0 184407 20.7%
 
3.0 419376 47.1%
 
4.0 163976 18.4%
 
5.0 61084 6.9%
 

KBA05_SEG4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9891
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.94258
Coef of variation 0.31534
Kurtosis 0.23976
Mean 2.9891
MAD 0.61609
Skewness 0.018286
Sum 2664000
Variance 0.88846
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 471101 52.9%
 
2.0 152522 17.1%
 
4.0 143664 16.1%
 
1.0 62174 7.0%
 
5.0 61760 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 62174 7.0%
 
2.0 152522 17.1%
 
3.0 471101 52.9%
 
4.0 143664 16.1%
 
5.0 61760 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 62174 7.0%
 
2.0 152522 17.1%
 
3.0 471101 52.9%
 
4.0 143664 16.1%
 
5.0 61760 6.9%
 

KBA05_SEG5
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3758
Minimum 0
Maximum 4
Zeros (%) 20.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 1
Q3 2
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0913
Coef of variation 0.79318
Kurtosis -0.047725
Mean 1.3758
MAD 0.88761
Skewness 0.73868
Sum 1226100
Variance 1.1908
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 383203 43.0%
 
2.0 183424 20.6%
 
0.0 182816 20.5%
 
3.0 91014 10.2%
 
4.0 50764 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 182816 20.5%
 
1.0 383203 43.0%
 
2.0 183424 20.6%
 
3.0 91014 10.2%
 
4.0 50764 5.7%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 182816 20.5%
 
1.0 383203 43.0%
 
2.0 183424 20.6%
 
3.0 91014 10.2%
 
4.0 50764 5.7%
 

KBA05_SEG6
Boolean

Distinct count 2
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Mean 0.099281
0.0
802740
1.0
 
88481
Value Count Frequency (%)  
0.0 802740 90.1%
 
1.0 88481 9.9%
 

KBA05_SEG7
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.69139
Minimum 0
Maximum 3
Zeros (%) 57.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.93099
Coef of variation 1.3465
Kurtosis -0.081992
Mean 0.69139
MAD 0.80091
Skewness 1.0655
Sum 616180
Variance 0.86675
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 516196 57.9%
 
1.0 183860 20.6%
 
2.0 141172 15.8%
 
3.0 49993 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 516196 57.9%
 
1.0 183860 20.6%
 
2.0 141172 15.8%
 
3.0 49993 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 516196 57.9%
 
1.0 183860 20.6%
 
2.0 141172 15.8%
 
3.0 49993 5.6%
 

KBA05_SEG8
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.61714
Minimum 0
Maximum 3
Zeros (%) 61.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.90042
Coef of variation 1.459
Kurtosis 0.38403
Mean 0.61714
MAD 0.76442
Skewness 1.2454
Sum 550000
Variance 0.81076
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 551959 61.9%
 
1.0 173773 19.5%
 
2.0 120236 13.5%
 
3.0 45253 5.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 551959 61.9%
 
1.0 173773 19.5%
 
2.0 120236 13.5%
 
3.0 45253 5.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 551959 61.9%
 
1.0 173773 19.5%
 
2.0 120236 13.5%
 
3.0 45253 5.1%
 

KBA05_SEG9
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.88269
Minimum 0
Maximum 3
Zeros (%) 45.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 2

Descriptive statistics

Standard deviation 0.95213
Coef of variation 1.0787
Kurtosis -0.71097
Mean 0.88269
MAD 0.80383
Skewness 0.67687
Sum 786670
Variance 0.90656
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 405803 45.5%
 
1.0 240744 27.0%
 
2.0 188097 21.1%
 
3.0 56577 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 405803 45.5%
 
1.0 240744 27.0%
 
2.0 188097 21.1%
 
3.0 56577 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 405803 45.5%
 
1.0 240744 27.0%
 
2.0 188097 21.1%
 
3.0 56577 6.3%
 

KBA05_VORB0
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.875
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0472
Coef of variation 0.36424
Kurtosis -0.34548
Mean 2.875
MAD 0.79064
Skewness -0.043245
Sum 2562200
Variance 1.0966
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 391890 44.0%
 
2.0 173206 19.4%
 
4.0 162160 18.2%
 
1.0 107076 12.0%
 
5.0 56889 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 107076 12.0%
 
2.0 173206 19.4%
 
3.0 391890 44.0%
 
4.0 162160 18.2%
 
5.0 56889 6.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 107076 12.0%
 
2.0 173206 19.4%
 
3.0 391890 44.0%
 
4.0 162160 18.2%
 
5.0 56889 6.4%
 

KBA05_VORB1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9956
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.96247
Coef of variation 0.32129
Kurtosis 0.13345
Mean 2.9956
MAD 0.63485
Skewness 0.011419
Sum 2669800
Variance 0.92634
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 458302 51.4%
 
2.0 153319 17.2%
 
4.0 148709 16.7%
 
5.0 65624 7.4%
 
1.0 65267 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 65267 7.3%
 
2.0 153319 17.2%
 
3.0 458302 51.4%
 
4.0 148709 16.7%
 
5.0 65624 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 65267 7.3%
 
2.0 153319 17.2%
 
3.0 458302 51.4%
 
4.0 148709 16.7%
 
5.0 65624 7.4%
 

KBA05_VORB2
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7804
Minimum 0
Maximum 5
Zeros (%) 6.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.262
Coef of variation 0.45387
Kurtosis -0.092356
Mean 2.7804
MAD 0.95845
Skewness -0.29716
Sum 2478000
Variance 1.5925
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 382865 43.0%
 
2.0 160742 18.0%
 
4.0 120239 13.5%
 
5.0 88479 9.9%
 
1.0 84539 9.5%
 
0.0 54357 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 54357 6.1%
 
1.0 84539 9.5%
 
2.0 160742 18.0%
 
3.0 382865 43.0%
 
4.0 120239 13.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 84539 9.5%
 
2.0 160742 18.0%
 
3.0 382865 43.0%
 
4.0 120239 13.5%
 
5.0 88479 9.9%
 

KBA05_ZUL1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9865
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96467
Coef of variation 0.32301
Kurtosis 0.071742
Mean 2.9865
MAD 0.64888
Skewness -0.023536
Sum 2661700
Variance 0.9306
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447485 50.2%
 
4.0 158290 17.8%
 
2.0 156849 17.6%
 
1.0 67661 7.6%
 
5.0 60936 6.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 67661 7.6%
 
2.0 156849 17.6%
 
3.0 447485 50.2%
 
4.0 158290 17.8%
 
5.0 60936 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 67661 7.6%
 
2.0 156849 17.6%
 
3.0 447485 50.2%
 
4.0 158290 17.8%
 
5.0 60936 6.8%
 

KBA05_ZUL2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9898
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.97024
Coef of variation 0.32452
Kurtosis 0.0099393
Mean 2.9898
MAD 0.65872
Skewness 0.010986
Sum 2664500
Variance 0.94136
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 436728 49.0%
 
2.0 166431 18.7%
 
4.0 159876 17.9%
 
1.0 64734 7.3%
 
5.0 63452 7.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 64734 7.3%
 
2.0 166431 18.7%
 
3.0 436728 49.0%
 
4.0 159876 17.9%
 
5.0 63452 7.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64734 7.3%
 
2.0 166431 18.7%
 
3.0 436728 49.0%
 
4.0 159876 17.9%
 
5.0 63452 7.1%
 

KBA05_ZUL3
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.7156
Minimum 0
Maximum 5
Zeros (%) 8.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2564
Coef of variation 0.46265
Kurtosis -0.065558
Mean 2.7156
MAD 0.97688
Skewness -0.48093
Sum 2420200
Variance 1.5785
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 372690 41.8%
 
2.0 160683 18.0%
 
4.0 156551 17.6%
 
1.0 73877 8.3%
 
0.0 71287 8.0%
 
5.0 56133 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 71287 8.0%
 
1.0 73877 8.3%
 
2.0 160683 18.0%
 
3.0 372690 41.8%
 
4.0 156551 17.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 73877 8.3%
 
2.0 160683 18.0%
 
3.0 372690 41.8%
 
4.0 156551 17.6%
 
5.0 56133 6.3%
 

KBA05_ZUL4
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.1138
Minimum 0
Maximum 5
Zeros (%) 11.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 2
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.3386
Coef of variation 0.63327
Kurtosis -0.39283
Mean 2.1138
MAD 1.0227
Skewness 0.38152
Sum 1883900
Variance 1.7919
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 331237 37.2%
 
1.0 174910 19.6%
 
3.0 125299 14.1%
 
0.0 105584 11.8%
 
4.0 100351 11.3%
 
5.0 53840 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 105584 11.8%
 
1.0 174910 19.6%
 
2.0 331237 37.2%
 
3.0 125299 14.1%
 
4.0 100351 11.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 174910 19.6%
 
2.0 331237 37.2%
 
3.0 125299 14.1%
 
4.0 100351 11.3%
 
5.0 53840 6.0%
 

KBA13_ALTERHALTER_30
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9813
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99617
Coef of variation 0.33414
Kurtosis -0.019936
Mean 2.9813
MAD 0.67794
Skewness 0.026672
Sum 2657000
Variance 0.99236
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 439205 49.3%
 
2.0 160653 18.0%
 
4.0 147128 16.5%
 
1.0 72911 8.2%
 
5.0 71324 8.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 72911 8.2%
 
2.0 160653 18.0%
 
3.0 439205 49.3%
 
4.0 147128 16.5%
 
5.0 71324 8.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 72911 8.2%
 
2.0 160653 18.0%
 
3.0 439205 49.3%
 
4.0 147128 16.5%
 
5.0 71324 8.0%
 

KBA13_ALTERHALTER_45
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0742
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0469
Coef of variation 0.34054
Kurtosis -0.24123
Mean 3.0742
MAD 0.75701
Skewness 0.013726
Sum 2739800
Variance 1.096
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 411575 46.2%
 
4.0 161597 18.1%
 
2.0 150705 16.9%
 
5.0 97478 10.9%
 
1.0 69866 7.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 69866 7.8%
 
2.0 150705 16.9%
 
3.0 411575 46.2%
 
4.0 161597 18.1%
 
5.0 97478 10.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 69866 7.8%
 
2.0 150705 16.9%
 
3.0 411575 46.2%
 
4.0 161597 18.1%
 
5.0 97478 10.9%
 

KBA13_ALTERHALTER_60
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8403
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99181
Coef of variation 0.34919
Kurtosis -0.073634
Mean 2.8403
MAD 0.74209
Skewness 0.030445
Sum 2531300
Variance 0.98369
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 427322 47.9%
 
2.0 188053 21.1%
 
4.0 130673 14.7%
 
1.0 93825 10.5%
 
5.0 51348 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 93825 10.5%
 
2.0 188053 21.1%
 
3.0 427322 47.9%
 
4.0 130673 14.7%
 
5.0 51348 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 93825 10.5%
 
2.0 188053 21.1%
 
3.0 427322 47.9%
 
4.0 130673 14.7%
 
5.0 51348 5.8%
 

KBA13_ALTERHALTER_61
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1057
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0009
Coef of variation 0.32229
Kurtosis -0.075916
Mean 3.1057
MAD 0.72644
Skewness -0.028525
Sum 2767800
Variance 1.0019
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 428896 48.1%
 
4.0 177428 19.9%
 
2.0 138065 15.5%
 
5.0 87118 9.8%
 
1.0 59714 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 59714 6.7%
 
2.0 138065 15.5%
 
3.0 428896 48.1%
 
4.0 177428 19.9%
 
5.0 87118 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 59714 6.7%
 
2.0 138065 15.5%
 
3.0 428896 48.1%
 
4.0 177428 19.9%
 
5.0 87118 9.8%
 

KBA13_ANTG1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.133
Minimum 0
Maximum 4
Zeros (%) 0.9%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.86603
Coef of variation 0.40601
Kurtosis -0.35502
Mean 2.133
MAD 0.6697
Skewness 0.2592
Sum 1901000
Variance 0.75001
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 405248 45.5%
 
3.0 219174 24.6%
 
1.0 200723 22.5%
 
4.0 58068 6.5%
 
0.0 8008 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 8008 0.9%
 
1.0 200723 22.5%
 
2.0 405248 45.5%
 
3.0 219174 24.6%
 
4.0 58068 6.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 8008 0.9%
 
1.0 200723 22.5%
 
2.0 405248 45.5%
 
3.0 219174 24.6%
 
4.0 58068 6.5%
 

KBA13_ANTG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8042
Minimum 0
Maximum 4
Zeros (%) 1.2%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.87852
Coef of variation 0.31328
Kurtosis 0.29275
Mean 2.8042
MAD 0.68018
Skewness -0.6182
Sum 2499200
Variance 0.77179
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 431007 48.4%
 
2.0 207993 23.3%
 
4.0 182916 20.5%
 
1.0 58533 6.6%
 
0.0 10772 1.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 10772 1.2%
 
1.0 58533 6.6%
 
2.0 207993 23.3%
 
3.0 431007 48.4%
 
4.0 182916 20.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 10772 1.2%
 
1.0 58533 6.6%
 
2.0 207993 23.3%
 
3.0 431007 48.4%
 
4.0 182916 20.5%
 

KBA13_ANTG3
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.6517
Minimum 0
Maximum 3
Zeros (%) 15.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.96397
Coef of variation 0.58362
Kurtosis -0.87602
Mean 1.6517
MAD 0.82027
Skewness -0.26629
Sum 1472000
Variance 0.92925
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 357523 40.1%
 
1.0 220761 24.8%
 
3.0 178747 20.1%
 
0.0 134190 15.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 134190 15.1%
 
1.0 220761 24.8%
 
2.0 357523 40.1%
 
3.0 178747 20.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 134190 15.1%
 
1.0 220761 24.8%
 
2.0 357523 40.1%
 
3.0 178747 20.1%
 

KBA13_ANTG4
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.59611
Minimum 0
Maximum 2
Zeros (%) 54.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 2
Maximum 2
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.72455
Coef of variation 1.2154
Kurtosis -0.71678
Mean 0.59611
MAD 0.65094
Skewness 0.78367
Sum 531270
Variance 0.52497
Memory size 6.8 MiB
Value Count Frequency (%)  
0.0 486595 54.6%
 
1.0 277982 31.2%
 
2.0 126644 14.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 486595 54.6%
 
1.0 277982 31.2%
 
2.0 126644 14.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 486595 54.6%
 
1.0 277982 31.2%
 
2.0 126644 14.2%
 

KBA13_AUDI
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0048
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.94215
Coef of variation 0.31355
Kurtosis 0.13273
Mean 3.0048
MAD 0.62657
Skewness 0.025271
Sum 2677900
Variance 0.88764
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 452406 50.8%
 
2.0 162879 18.3%
 
4.0 158506 17.8%
 
5.0 60877 6.8%
 
1.0 56553 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 56553 6.3%
 
2.0 162879 18.3%
 
3.0 452406 50.8%
 
4.0 158506 17.8%
 
5.0 60877 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 56553 6.3%
 
2.0 162879 18.3%
 
3.0 452406 50.8%
 
4.0 158506 17.8%
 
5.0 60877 6.8%
 

KBA13_AUTOQUOTE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8081
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.98746
Coef of variation 0.35165
Kurtosis -0.10159
Mean 2.8081
MAD 0.75142
Skewness -0.012549
Sum 2502600
Variance 0.97508
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 428278 48.1%
 
2.0 186121 20.9%
 
4.0 130528 14.6%
 
1.0 102004 11.4%
 
5.0 44288 5.0%
 
0.0 2 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.0%
 
1.0 102004 11.4%
 
2.0 186121 20.9%
 
3.0 428278 48.1%
 
4.0 130528 14.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 102004 11.4%
 
2.0 186121 20.9%
 
3.0 428278 48.1%
 
4.0 130528 14.6%
 
5.0 44288 5.0%
 

KBA13_BAUMAX
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.8986
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.4556
Coef of variation 0.76666
Kurtosis 0.036099
Mean 1.8986
MAD 1.2037
Skewness 1.2952
Sum 1692000
Variance 2.1186
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 596918 67.0%
 
5.0 115476 13.0%
 
2.0 69249 7.8%
 
3.0 59060 6.6%
 
4.0 50518 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 596918 67.0%
 
2.0 69249 7.8%
 
3.0 59060 6.6%
 
4.0 50518 5.7%
 
5.0 115476 13.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 596918 67.0%
 
2.0 69249 7.8%
 
3.0 59060 6.6%
 
4.0 50518 5.7%
 
5.0 115476 13.0%
 

KBA13_BJ_1999
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9886
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.90342
Coef of variation 0.30229
Kurtosis 0.25473
Mean 2.9886
MAD 0.59678
Skewness 0.0069543
Sum 2663500
Variance 0.81616
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 464990 52.2%
 
2.0 166296 18.7%
 
4.0 159513 17.9%
 
1.0 51058 5.7%
 
5.0 49364 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 51058 5.7%
 
2.0 166296 18.7%
 
3.0 464990 52.2%
 
4.0 159513 17.9%
 
5.0 49364 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 51058 5.7%
 
2.0 166296 18.7%
 
3.0 464990 52.2%
 
4.0 159513 17.9%
 
5.0 49364 5.5%
 

KBA13_BJ_2000
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.992
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.93603
Coef of variation 0.31285
Kurtosis 0.14585
Mean 2.992
MAD 0.62376
Skewness 0.0055476
Sum 2666500
Variance 0.87616
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 453185 50.8%
 
2.0 164179 18.4%
 
4.0 159567 17.9%
 
1.0 57775 6.5%
 
5.0 56515 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 57775 6.5%
 
2.0 164179 18.4%
 
3.0 453185 50.8%
 
4.0 159567 17.9%
 
5.0 56515 6.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 57775 6.5%
 
2.0 164179 18.4%
 
3.0 453185 50.8%
 
4.0 159567 17.9%
 
5.0 56515 6.3%
 

KBA13_BJ_2004
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9849
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.89253
Coef of variation 0.29902
Kurtosis 0.3031
Mean 2.9849
MAD 0.58797
Skewness 0.0060649
Sum 2660200
Variance 0.79662
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 470730 52.8%
 
2.0 166228 18.7%
 
4.0 157705 17.7%
 
1.0 49522 5.6%
 
5.0 47036 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 49522 5.6%
 
2.0 166228 18.7%
 
3.0 470730 52.8%
 
4.0 157705 17.7%
 
5.0 47036 5.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49522 5.6%
 
2.0 166228 18.7%
 
3.0 470730 52.8%
 
4.0 157705 17.7%
 
5.0 47036 5.3%
 

KBA13_BJ_2006
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9852
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.9057
Coef of variation 0.3034
Kurtosis 0.23623
Mean 2.9852
MAD 0.60165
Skewness -0.0027264
Sum 2660500
Variance 0.82028
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 462594 51.9%
 
2.0 166960 18.7%
 
4.0 160793 18.0%
 
1.0 52194 5.9%
 
5.0 48680 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 52194 5.9%
 
2.0 166960 18.7%
 
3.0 462594 51.9%
 
4.0 160793 18.0%
 
5.0 48680 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 52194 5.9%
 
2.0 166960 18.7%
 
3.0 462594 51.9%
 
4.0 160793 18.0%
 
5.0 48680 5.5%
 

KBA13_BJ_2008
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4977
Minimum 0
Maximum 5
Zeros (%) 15.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3889
Coef of variation 0.55608
Kurtosis -0.38045
Mean 2.4977
MAD 1.111
Skewness -0.35557
Sum 2226000
Variance 1.9291
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 380685 42.7%
 
2.0 170564 19.1%
 
0.0 134372 15.1%
 
4.0 86070 9.7%
 
5.0 69750 7.8%
 
1.0 49780 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 134372 15.1%
 
1.0 49780 5.6%
 
2.0 170564 19.1%
 
3.0 380685 42.7%
 
4.0 86070 9.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49780 5.6%
 
2.0 170564 19.1%
 
3.0 380685 42.7%
 
4.0 86070 9.7%
 
5.0 69750 7.8%
 

KBA13_BJ_2009
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5185
Minimum 0
Maximum 5
Zeros (%) 11.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3717
Coef of variation 0.54465
Kurtosis -0.50051
Mean 2.5185
MAD 1.1174
Skewness -0.27053
Sum 2244500
Variance 1.8815
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 391998 44.0%
 
1.0 119909 13.5%
 
2.0 118034 13.2%
 
0.0 101115 11.3%
 
4.0 88293 9.9%
 
5.0 71872 8.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 101115 11.3%
 
1.0 119909 13.5%
 
2.0 118034 13.2%
 
3.0 391998 44.0%
 
4.0 88293 9.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 119909 13.5%
 
2.0 118034 13.2%
 
3.0 391998 44.0%
 
4.0 88293 9.9%
 
5.0 71872 8.1%
 

KBA13_BMW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1403
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94093
Coef of variation 0.29963
Kurtosis 0.080225
Mean 3.1403
MAD 0.68865
Skewness 0.073681
Sum 2798700
Variance 0.88535
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 451993 50.7%
 
4.0 176871 19.8%
 
2.0 139903 15.7%
 
5.0 83249 9.3%
 
1.0 39205 4.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 39205 4.4%
 
2.0 139903 15.7%
 
3.0 451993 50.7%
 
4.0 176871 19.8%
 
5.0 83249 9.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 39205 4.4%
 
2.0 139903 15.7%
 
3.0 451993 50.7%
 
4.0 176871 19.8%
 
5.0 83249 9.3%
 

KBA13_CCM_0_1400
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4205
Minimum 0
Maximum 5
Zeros (%) 15.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3737
Coef of variation 0.56755
Kurtosis -0.43677
Mean 2.4205
MAD 1.1131
Skewness -0.32878
Sum 2157200
Variance 1.8872
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 374119 42.0%
 
2.0 178378 20.0%
 
0.0 138711 15.6%
 
4.0 81885 9.2%
 
1.0 60025 6.7%
 
5.0 58103 6.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 138711 15.6%
 
1.0 60025 6.7%
 
2.0 178378 20.0%
 
3.0 374119 42.0%
 
4.0 81885 9.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 60025 6.7%
 
2.0 178378 20.0%
 
3.0 374119 42.0%
 
4.0 81885 9.2%
 
5.0 58103 6.5%
 

KBA13_CCM_1000
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4946
Minimum 0
Maximum 5
Zeros (%) 11.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.3611
Coef of variation 0.54563
Kurtosis -0.49199
Mean 2.4946
MAD 1.1128
Skewness -0.2822
Sum 2223200
Variance 1.8526
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 396116 44.4%
 
1.0 120040 13.5%
 
2.0 119210 13.4%
 
0.0 103227 11.6%
 
4.0 86726 9.7%
 
5.0 65902 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 103227 11.6%
 
1.0 120040 13.5%
 
2.0 119210 13.4%
 
3.0 396116 44.4%
 
4.0 86726 9.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 120040 13.5%
 
2.0 119210 13.4%
 
3.0 396116 44.4%
 
4.0 86726 9.7%
 
5.0 65902 7.4%
 

KBA13_CCM_1200
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4093
Minimum 0
Maximum 5
Zeros (%) 16.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3873
Coef of variation 0.5758
Kurtosis -0.49263
Mean 2.4093
MAD 1.13
Skewness -0.34864
Sum 2147200
Variance 1.9245
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 384453 43.1%
 
2.0 161690 18.1%
 
0.0 145802 16.4%
 
4.0 81631 9.2%
 
1.0 61072 6.9%
 
5.0 56573 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 145802 16.4%
 
1.0 61072 6.9%
 
2.0 161690 18.1%
 
3.0 384453 43.1%
 
4.0 81631 9.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 61072 6.9%
 
2.0 161690 18.1%
 
3.0 384453 43.1%
 
4.0 81631 9.2%
 
5.0 56573 6.3%
 

KBA13_CCM_1400
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0046
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.88503
Coef of variation 0.29456
Kurtosis 0.29044
Mean 3.0046
MAD 0.57967
Skewness 0.051805
Sum 2677700
Variance 0.78328
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 468564 52.6%
 
2.0 169640 19.0%
 
4.0 161205 18.1%
 
5.0 49030 5.5%
 
1.0 42782 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 42782 4.8%
 
2.0 169640 19.0%
 
3.0 468564 52.6%
 
4.0 161205 18.1%
 
5.0 49030 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 42782 4.8%
 
2.0 169640 19.0%
 
3.0 468564 52.6%
 
4.0 161205 18.1%
 
5.0 49030 5.5%
 

KBA13_CCM_1401_2500
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9208
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.88768
Coef of variation 0.30392
Kurtosis 0.22893
Mean 2.9208
MAD 0.6211
Skewness -0.10485
Sum 2603100
Variance 0.78798
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 464893 52.2%
 
2.0 174525 19.6%
 
4.0 157962 17.7%
 
1.0 60428 6.8%
 
5.0 33413 3.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 60428 6.8%
 
2.0 174525 19.6%
 
3.0 464893 52.2%
 
4.0 157962 17.7%
 
5.0 33413 3.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 60428 6.8%
 
2.0 174525 19.6%
 
3.0 464893 52.2%
 
4.0 157962 17.7%
 
5.0 33413 3.7%
 

KBA13_CCM_1500
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4271
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.432
Coef of variation 0.59
Kurtosis -1.4235
Mean 2.4271
MAD 1.3239
Skewness 0.3236
Sum 2163100
Variance 2.0506
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 393531 44.2%
 
4.0 206213 23.1%
 
3.0 156747 17.6%
 
5.0 68326 7.7%
 
2.0 66404 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 393531 44.2%
 
2.0 66404 7.5%
 
3.0 156747 17.6%
 
4.0 206213 23.1%
 
5.0 68326 7.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 393531 44.2%
 
2.0 66404 7.5%
 
3.0 156747 17.6%
 
4.0 206213 23.1%
 
5.0 68326 7.7%
 

KBA13_CCM_1600
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0257
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.88143
Coef of variation 0.29132
Kurtosis 0.29472
Mean 3.0257
MAD 0.58752
Skewness 0.080904
Sum 2696500
Variance 0.77692
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 470022 52.7%
 
2.0 167171 18.8%
 
4.0 163429 18.3%
 
5.0 51951 5.8%
 
1.0 38648 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 38648 4.3%
 
2.0 167171 18.8%
 
3.0 470022 52.7%
 
4.0 163429 18.3%
 
5.0 51951 5.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 38648 4.3%
 
2.0 167171 18.8%
 
3.0 470022 52.7%
 
4.0 163429 18.3%
 
5.0 51951 5.8%
 

KBA13_CCM_1800
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4395
Minimum 0
Maximum 5
Zeros (%) 15.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3643
Coef of variation 0.55925
Kurtosis -0.37431
Mean 2.4395
MAD 1.0986
Skewness -0.36231
Sum 2174100
Variance 1.8613
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 382378 42.9%
 
2.0 179863 20.2%
 
0.0 137534 15.4%
 
4.0 81550 9.2%
 
5.0 57795 6.5%
 
1.0 52101 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 137534 15.4%
 
1.0 52101 5.8%
 
2.0 179863 20.2%
 
3.0 382378 42.9%
 
4.0 81550 9.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 52101 5.8%
 
2.0 179863 20.2%
 
3.0 382378 42.9%
 
4.0 81550 9.2%
 
5.0 57795 6.5%
 

KBA13_CCM_2000
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0632
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.88105
Coef of variation 0.28763
Kurtosis 0.26715
Mean 3.0632
MAD 0.60688
Skewness 0.10765
Sum 2730000
Variance 0.77625
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 468931 52.6%
 
4.0 170342 19.1%
 
2.0 160922 18.1%
 
5.0 57234 6.4%
 
1.0 33792 3.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 33792 3.8%
 
2.0 160922 18.1%
 
3.0 468931 52.6%
 
4.0 170342 19.1%
 
5.0 57234 6.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 33792 3.8%
 
2.0 160922 18.1%
 
3.0 468931 52.6%
 
4.0 170342 19.1%
 
5.0 57234 6.4%
 

KBA13_CCM_2500
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5443
Minimum 0
Maximum 5
Zeros (%) 10.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3388
Coef of variation 0.52619
Kurtosis -0.35879
Mean 2.5443
MAD 1.0761
Skewness -0.28978
Sum 2267500
Variance 1.7924
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 389732 43.7%
 
2.0 144530 16.2%
 
1.0 102470 11.5%
 
0.0 95350 10.7%
 
4.0 88885 10.0%
 
5.0 70254 7.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 95350 10.7%
 
1.0 102470 11.5%
 
2.0 144530 16.2%
 
3.0 389732 43.7%
 
4.0 88885 10.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 102470 11.5%
 
2.0 144530 16.2%
 
3.0 389732 43.7%
 
4.0 88885 10.0%
 
5.0 70254 7.9%
 

KBA13_CCM_2501
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5701
Minimum 0
Maximum 5
Zeros (%) 10.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3698
Coef of variation 0.53297
Kurtosis -0.47034
Mean 2.5701
MAD 1.1039
Skewness -0.28846
Sum 2290500
Variance 1.8763
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 400565 44.9%
 
1.0 121797 13.7%
 
2.0 106344 11.9%
 
0.0 93403 10.5%
 
4.0 91223 10.2%
 
5.0 77889 8.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 93403 10.5%
 
1.0 121797 13.7%
 
2.0 106344 11.9%
 
3.0 400565 44.9%
 
4.0 91223 10.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 121797 13.7%
 
2.0 106344 11.9%
 
3.0 400565 44.9%
 
4.0 91223 10.2%
 
5.0 77889 8.7%
 

KBA13_CCM_3000
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6333
Minimum 0
Maximum 5
Zeros (%) 6.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.2914
Coef of variation 0.49041
Kurtosis -0.37055
Mean 2.6333
MAD 1.0279
Skewness -0.23126
Sum 2346800
Variance 1.6676
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 413899 46.4%
 
1.0 149271 16.7%
 
2.0 103136 11.6%
 
4.0 92197 10.3%
 
5.0 76156 8.5%
 
0.0 56562 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 56562 6.3%
 
1.0 149271 16.7%
 
2.0 103136 11.6%
 
3.0 413899 46.4%
 
4.0 92197 10.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 149271 16.7%
 
2.0 103136 11.6%
 
3.0 413899 46.4%
 
4.0 92197 10.3%
 
5.0 76156 8.5%
 

KBA13_CCM_3001
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4329
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.5133
Coef of variation 0.62201
Kurtosis -1.54
Mean 2.4329
MAD 1.4285
Skewness 0.31284
Sum 2168200
Variance 2.29
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 444239 49.8%
 
4.0 215760 24.2%
 
3.0 147448 16.5%
 
5.0 83682 9.4%
 
2.0 92 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 444239 49.8%
 
2.0 92 0.0%
 
3.0 147448 16.5%
 
4.0 215760 24.2%
 
5.0 83682 9.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 444239 49.8%
 
2.0 92 0.0%
 
3.0 147448 16.5%
 
4.0 215760 24.2%
 
5.0 83682 9.4%
 

KBA13_FAB_ASIEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9776
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95562
Coef of variation 0.32093
Kurtosis 0.085422
Mean 2.9776
MAD 0.64785
Skewness 0.032305
Sum 2653700
Variance 0.91321
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446670 50.1%
 
2.0 169019 19.0%
 
4.0 152278 17.1%
 
1.0 62422 7.0%
 
5.0 60832 6.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 62422 7.0%
 
2.0 169019 19.0%
 
3.0 446670 50.1%
 
4.0 152278 17.1%
 
5.0 60832 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 62422 7.0%
 
2.0 169019 19.0%
 
3.0 446670 50.1%
 
4.0 152278 17.1%
 
5.0 60832 6.8%
 

KBA13_FAB_SONSTIGE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9902
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94641
Coef of variation 0.3165
Kurtosis 0.12069
Mean 2.9902
MAD 0.63277
Skewness 0.040537
Sum 2665000
Variance 0.8957
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 450924 50.6%
 
2.0 167481 18.8%
 
4.0 153466 17.2%
 
5.0 61004 6.8%
 
1.0 58346 6.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 58346 6.5%
 
2.0 167481 18.8%
 
3.0 450924 50.6%
 
4.0 153466 17.2%
 
5.0 61004 6.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 58346 6.5%
 
2.0 167481 18.8%
 
3.0 450924 50.6%
 
4.0 153466 17.2%
 
5.0 61004 6.8%
 

KBA13_FIAT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1135
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94135
Coef of variation 0.30234
Kurtosis 0.073101
Mean 3.1135
MAD 0.67948
Skewness 0.077108
Sum 2774800
Variance 0.88614
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 449147 50.4%
 
4.0 174024 19.5%
 
2.0 148334 16.6%
 
5.0 78722 8.8%
 
1.0 40994 4.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 40994 4.6%
 
2.0 148334 16.6%
 
3.0 449147 50.4%
 
4.0 174024 19.5%
 
5.0 78722 8.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 40994 4.6%
 
2.0 148334 16.6%
 
3.0 449147 50.4%
 
4.0 174024 19.5%
 
5.0 78722 8.8%
 

KBA13_FORD
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0036
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 0.97657
Coef of variation 0.32514
Kurtosis 0.020492
Mean 3.0036
MAD 0.65648
Skewness 0.030664
Sum 2676800
Variance 0.95369
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 440970 49.5%
 
2.0 162145 18.2%
 
4.0 154870 17.4%
 
5.0 69233 7.8%
 
1.0 64003 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 64003 7.2%
 
2.0 162145 18.2%
 
3.0 440970 49.5%
 
4.0 154870 17.4%
 
5.0 69233 7.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64003 7.2%
 
2.0 162145 18.2%
 
3.0 440970 49.5%
 
4.0 154870 17.4%
 
5.0 69233 7.8%
 

KBA13_GBZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.3698
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0599
Coef of variation 0.31454
Kurtosis -0.45335
Mean 3.3698
MAD 0.87287
Skewness -0.057766
Sum 3003300
Variance 1.1235
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 390363 43.8%
 
4.0 184003 20.6%
 
5.0 167473 18.8%
 
2.0 109422 12.3%
 
1.0 39960 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 39960 4.5%
 
2.0 109422 12.3%
 
3.0 390363 43.8%
 
4.0 184003 20.6%
 
5.0 167473 18.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 39960 4.5%
 
2.0 109422 12.3%
 
3.0 390363 43.8%
 
4.0 184003 20.6%
 
5.0 167473 18.8%
 

KBA13_HALTER_20
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9206
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94107
Coef of variation 0.32222
Kurtosis 0.093648
Mean 2.9206
MAD 0.66651
Skewness 0.027971
Sum 2602900
Variance 0.88561
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 444033 49.8%
 
2.0 184872 20.7%
 
4.0 146416 16.4%
 
1.0 66025 7.4%
 
5.0 49875 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 66025 7.4%
 
2.0 184872 20.7%
 
3.0 444033 49.8%
 
4.0 146416 16.4%
 
5.0 49875 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 66025 7.4%
 
2.0 184872 20.7%
 
3.0 444033 49.8%
 
4.0 146416 16.4%
 
5.0 49875 5.6%
 

KBA13_HALTER_25
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9516
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.97328
Coef of variation 0.32975
Kurtosis 0.058486
Mean 2.9516
MAD 0.67122
Skewness 0.013598
Sum 2630500
Variance 0.94728
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447230 50.2%
 
2.0 165111 18.5%
 
4.0 144771 16.2%
 
1.0 72751 8.2%
 
5.0 61358 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 72751 8.2%
 
2.0 165111 18.5%
 
3.0 447230 50.2%
 
4.0 144771 16.2%
 
5.0 61358 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 72751 8.2%
 
2.0 165111 18.5%
 
3.0 447230 50.2%
 
4.0 144771 16.2%
 
5.0 61358 6.9%
 

KBA13_HALTER_30
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0501
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0227
Coef of variation 0.33529
Kurtosis -0.13399
Mean 3.0501
MAD 0.71892
Skewness 0.056391
Sum 2718300
Variance 1.0459
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 427985 48.0%
 
2.0 155663 17.5%
 
4.0 150541 16.9%
 
5.0 90957 10.2%
 
1.0 66075 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 66075 7.4%
 
2.0 155663 17.5%
 
3.0 427985 48.0%
 
4.0 150541 16.9%
 
5.0 90957 10.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 66075 7.4%
 
2.0 155663 17.5%
 
3.0 427985 48.0%
 
4.0 150541 16.9%
 
5.0 90957 10.2%
 

KBA13_HALTER_35
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0925
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0382
Coef of variation 0.33573
Kurtosis -0.22195
Mean 3.0925
MAD 0.75634
Skewness 0.034438
Sum 2756100
Variance 1.078
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 415569 46.6%
 
4.0 160396 18.0%
 
2.0 151032 16.9%
 
5.0 100377 11.3%
 
1.0 63847 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 63847 7.2%
 
2.0 151032 16.9%
 
3.0 415569 46.6%
 
4.0 160396 18.0%
 
5.0 100377 11.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 63847 7.2%
 
2.0 151032 16.9%
 
3.0 415569 46.6%
 
4.0 160396 18.0%
 
5.0 100377 11.3%
 

KBA13_HALTER_40
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0793
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0303
Coef of variation 0.33459
Kurtosis -0.18709
Mean 3.0793
MAD 0.74264
Skewness 0.034599
Sum 2744300
Variance 1.0615
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 419472 47.1%
 
4.0 159800 17.9%
 
2.0 151984 17.1%
 
5.0 95692 10.7%
 
1.0 64273 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 64273 7.2%
 
2.0 151984 17.1%
 
3.0 419472 47.1%
 
4.0 159800 17.9%
 
5.0 95692 10.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64273 7.2%
 
2.0 151984 17.1%
 
3.0 419472 47.1%
 
4.0 159800 17.9%
 
5.0 95692 10.7%
 

KBA13_HALTER_45
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0241
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.0129
Coef of variation 0.33494
Kurtosis -0.12155
Mean 3.0241
MAD 0.70295
Skewness 0.015412
Sum 2695100
Variance 1.0259
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 423828 47.6%
 
4.0 160040 18.0%
 
2.0 158198 17.8%
 
5.0 79488 8.9%
 
1.0 69667 7.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 69667 7.8%
 
2.0 158198 17.8%
 
3.0 423828 47.6%
 
4.0 160040 18.0%
 
5.0 79488 8.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 69667 7.8%
 
2.0 158198 17.8%
 
3.0 423828 47.6%
 
4.0 160040 18.0%
 
5.0 79488 8.9%
 

KBA13_HALTER_50
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8633
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.9899
Coef of variation 0.34573
Kurtosis -0.052125
Mean 2.8633
MAD 0.73016
Skewness 0.026396
Sum 2551800
Variance 0.9799
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 430871 48.3%
 
2.0 183530 20.6%
 
4.0 133612 15.0%
 
1.0 89591 10.1%
 
5.0 53617 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 89591 10.1%
 
2.0 183530 20.6%
 
3.0 430871 48.3%
 
4.0 133612 15.0%
 
5.0 53617 6.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 89591 10.1%
 
2.0 183530 20.6%
 
3.0 430871 48.3%
 
4.0 133612 15.0%
 
5.0 53617 6.0%
 

KBA13_HALTER_55
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8591
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99857
Coef of variation 0.34926
Kurtosis -0.096333
Mean 2.8591
MAD 0.74107
Skewness 0.022876
Sum 2548100
Variance 0.99715
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 425211 47.7%
 
2.0 183685 20.6%
 
4.0 135541 15.2%
 
1.0 92743 10.4%
 
5.0 54041 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 92743 10.4%
 
2.0 183685 20.6%
 
3.0 425211 47.7%
 
4.0 135541 15.2%
 
5.0 54041 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 92743 10.4%
 
2.0 183685 20.6%
 
3.0 425211 47.7%
 
4.0 135541 15.2%
 
5.0 54041 6.1%
 

KBA13_HALTER_60
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9029
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 1.0086
Coef of variation 0.34744
Kurtosis -0.10179
Mean 2.9029
MAD 0.7295
Skewness 0.016321
Sum 2587100
Variance 1.0172
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 427066 47.9%
 
2.0 172974 19.4%
 
4.0 140907 15.8%
 
1.0 88762 10.0%
 
5.0 61512 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 88762 10.0%
 
2.0 172974 19.4%
 
3.0 427066 47.9%
 
4.0 140907 15.8%
 
5.0 61512 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 88762 10.0%
 
2.0 172974 19.4%
 
3.0 427066 47.9%
 
4.0 140907 15.8%
 
5.0 61512 6.9%
 

KBA13_HALTER_65
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1118
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.9817
Coef of variation 0.31547
Kurtosis -0.019535
Mean 3.1118
MAD 0.7115
Skewness 0.0061682
Sum 2773300
Variance 0.96374
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 437164 49.1%
 
4.0 175040 19.6%
 
2.0 140351 15.7%
 
5.0 85579 9.6%
 
1.0 53087 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 53087 6.0%
 
2.0 140351 15.7%
 
3.0 437164 49.1%
 
4.0 175040 19.6%
 
5.0 85579 9.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 53087 6.0%
 
2.0 140351 15.7%
 
3.0 437164 49.1%
 
4.0 175040 19.6%
 
5.0 85579 9.6%
 

KBA13_HALTER_66
Highly correlated

This variable is highly correlated with KBA13_ALTERHALTER_61 and should be ignored for analysis

Correlation 0.92795

KBA13_HERST_ASIEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0039
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96805
Coef of variation 0.32227
Kurtosis 0.048665
Mean 3.0039
MAD 0.64894
Skewness 0.034342
Sum 2677100
Variance 0.93713
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 443874 49.8%
 
2.0 162979 18.3%
 
4.0 155084 17.4%
 
5.0 67474 7.6%
 
1.0 61810 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 61810 6.9%
 
2.0 162979 18.3%
 
3.0 443874 49.8%
 
4.0 155084 17.4%
 
5.0 67474 7.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 61810 6.9%
 
2.0 162979 18.3%
 
3.0 443874 49.8%
 
4.0 155084 17.4%
 
5.0 67474 7.6%
 

KBA13_HERST_AUDI_VW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9339
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96425
Coef of variation 0.32866
Kurtosis 0.041444
Mean 2.9339
MAD 0.67718
Skewness -0.0032069
Sum 2614700
Variance 0.92977
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 441978 49.6%
 
2.0 172160 19.3%
 
4.0 149322 16.8%
 
1.0 72901 8.2%
 
5.0 54860 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 72901 8.2%
 
2.0 172160 19.3%
 
3.0 441978 49.6%
 
4.0 149322 16.8%
 
5.0 54860 6.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 72901 8.2%
 
2.0 172160 19.3%
 
3.0 441978 49.6%
 
4.0 149322 16.8%
 
5.0 54860 6.2%
 

KBA13_HERST_BMW_BENZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1456
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96179
Coef of variation 0.30576
Kurtosis 0.041849
Mean 3.1456
MAD 0.70712
Skewness 0.019198
Sum 2803400
Variance 0.92503
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 445554 50.0%
 
4.0 180052 20.2%
 
2.0 133074 14.9%
 
5.0 86958 9.8%
 
1.0 45583 5.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 45583 5.1%
 
2.0 133074 14.9%
 
3.0 445554 50.0%
 
4.0 180052 20.2%
 
5.0 86958 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 45583 5.1%
 
2.0 133074 14.9%
 
3.0 445554 50.0%
 
4.0 180052 20.2%
 
5.0 86958 9.8%
 

KBA13_HERST_EUROPA
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0738
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95181
Coef of variation 0.30965
Kurtosis 0.076199
Mean 3.0738
MAD 0.66966
Skewness 0.032786
Sum 2739500
Variance 0.90595
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446897 50.1%
 
4.0 170642 19.1%
 
2.0 151037 16.9%
 
5.0 72872 8.2%
 
1.0 49773 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 49773 5.6%
 
2.0 151037 16.9%
 
3.0 446897 50.1%
 
4.0 170642 19.1%
 
5.0 72872 8.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49773 5.6%
 
2.0 151037 16.9%
 
3.0 446897 50.1%
 
4.0 170642 19.1%
 
5.0 72872 8.2%
 

KBA13_HERST_FORD_OPEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9709
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99344
Coef of variation 0.33439
Kurtosis -0.04743
Mean 2.9709
MAD 0.68585
Skewness 0.0033842
Sum 2647700
Variance 0.98693
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 432605 48.5%
 
2.0 164003 18.4%
 
4.0 154044 17.3%
 
1.0 74276 8.3%
 
5.0 66293 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 74276 8.3%
 
2.0 164003 18.4%
 
3.0 432605 48.5%
 
4.0 154044 17.3%
 
5.0 66293 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 74276 8.3%
 
2.0 164003 18.4%
 
3.0 432605 48.5%
 
4.0 154044 17.3%
 
5.0 66293 7.4%
 

KBA13_HERST_SONST
Highly correlated

This variable is highly correlated with KBA13_FAB_SONSTIGE and should be ignored for analysis

Correlation 1

KBA13_HHZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.505
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.93666
Coef of variation 0.26723
Kurtosis -0.42504
Mean 3.505
MAD 0.79971
Skewness 0.11037
Sum 3123800
Variance 0.87734
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 425764 47.8%
 
4.0 212119 23.8%
 
5.0 168143 18.9%
 
2.0 72085 8.1%
 
1.0 13110 1.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 13110 1.5%
 
2.0 72085 8.1%
 
3.0 425764 47.8%
 
4.0 212119 23.8%
 
5.0 168143 18.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 13110 1.5%
 
2.0 72085 8.1%
 
3.0 425764 47.8%
 
4.0 212119 23.8%
 
5.0 168143 18.9%
 

KBA13_KMH_0_140
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.409
Minimum 0
Maximum 5
Zeros (%) 10.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.4517
Coef of variation 0.60261
Kurtosis -0.96681
Mean 2.409
MAD 1.2664
Skewness -0.10674
Sum 2146900
Variance 2.1074
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 389366 43.7%
 
1.0 234424 26.3%
 
0.0 96010 10.8%
 
4.0 92670 10.4%
 
5.0 72077 8.1%
 
2.0 6674 0.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 96010 10.8%
 
1.0 234424 26.3%
 
2.0 6674 0.7%
 
3.0 389366 43.7%
 
4.0 92670 10.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 234424 26.3%
 
2.0 6674 0.7%
 
3.0 389366 43.7%
 
4.0 92670 10.4%
 
5.0 72077 8.1%
 

KBA13_KMH_110
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.2827
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.64353
Coef of variation 0.50169
Kurtosis 2.4992
Mean 1.2827
MAD 0.46534
Skewness 2.037
Sum 1143200
Variance 0.41413
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 733423 82.3%
 
3.0 94175 10.6%
 
2.0 63623 7.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 733423 82.3%
 
2.0 63623 7.1%
 
3.0 94175 10.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 733423 82.3%
 
2.0 63623 7.1%
 
3.0 94175 10.6%
 

KBA13_KMH_140
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4936
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.4158
Coef of variation 0.56775
Kurtosis -1.3871
Mean 2.4936
MAD 1.2933
Skewness 0.27401
Sum 2222400
Variance 2.0044
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 355573 39.9%
 
4.0 202067 22.7%
 
3.0 167221 18.8%
 
2.0 91648 10.3%
 
5.0 74712 8.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 355573 39.9%
 
2.0 91648 10.3%
 
3.0 167221 18.8%
 
4.0 202067 22.7%
 
5.0 74712 8.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 355573 39.9%
 
2.0 91648 10.3%
 
3.0 167221 18.8%
 
4.0 202067 22.7%
 
5.0 74712 8.4%
 

KBA13_KMH_140_210
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8673
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.9129
Coef of variation 0.31839
Kurtosis 0.22749
Mean 2.8673
MAD 0.65818
Skewness -0.054347
Sum 2555400
Variance 0.83338
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 467205 52.4%
 
2.0 179354 20.1%
 
4.0 133192 14.9%
 
1.0 73767 8.3%
 
5.0 37703 4.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 73767 8.3%
 
2.0 179354 20.1%
 
3.0 467205 52.4%
 
4.0 133192 14.9%
 
5.0 37703 4.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 73767 8.3%
 
2.0 179354 20.1%
 
3.0 467205 52.4%
 
4.0 133192 14.9%
 
5.0 37703 4.2%
 

KBA13_KMH_180
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9409
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.91089
Coef of variation 0.30973
Kurtosis 0.2089
Mean 2.9409
MAD 0.62777
Skewness -0.052364
Sum 2621000
Variance 0.82972
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 461163 51.7%
 
2.0 170291 19.1%
 
4.0 155595 17.5%
 
1.0 61574 6.9%
 
5.0 42598 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 61574 6.9%
 
2.0 170291 19.1%
 
3.0 461163 51.7%
 
4.0 155595 17.5%
 
5.0 42598 4.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 61574 6.9%
 
2.0 170291 19.1%
 
3.0 461163 51.7%
 
4.0 155595 17.5%
 
5.0 42598 4.8%
 

KBA13_KMH_210
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0329
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.89746
Coef of variation 0.29591
Kurtosis 0.26554
Mean 3.0329
MAD 0.60275
Skewness 0.054606
Sum 2703000
Variance 0.80543
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 467059 52.4%
 
4.0 164843 18.5%
 
2.0 161113 18.1%
 
5.0 55495 6.2%
 
1.0 42711 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 42711 4.8%
 
2.0 161113 18.1%
 
3.0 467059 52.4%
 
4.0 164843 18.5%
 
5.0 55495 6.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 42711 4.8%
 
2.0 161113 18.1%
 
3.0 467059 52.4%
 
4.0 164843 18.5%
 
5.0 55495 6.2%
 

KBA13_KMH_211
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5223
Minimum 0
Maximum 5
Zeros (%) 15.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.4112
Coef of variation 0.55949
Kurtosis -0.40248
Mean 2.5223
MAD 1.1244
Skewness -0.37189
Sum 2247900
Variance 1.9916
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 383252 43.0%
 
2.0 162264 18.2%
 
0.0 139463 15.6%
 
4.0 88043 9.9%
 
5.0 75823 8.5%
 
1.0 42376 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 139463 15.6%
 
1.0 42376 4.8%
 
2.0 162264 18.2%
 
3.0 383252 43.0%
 
4.0 88043 9.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 42376 4.8%
 
2.0 162264 18.2%
 
3.0 383252 43.0%
 
4.0 88043 9.9%
 
5.0 75823 8.5%
 

KBA13_KMH_250
Highly correlated

This variable is highly correlated with KBA13_KMH_211 and should be ignored for analysis

Correlation 0.96077

KBA13_KMH_251
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.237
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 3
Maximum 3
Range 2
Interquartile range 0

Descriptive statistics

Standard deviation 0.63756
Coef of variation 0.5154
Kurtosis 3.636
Mean 1.237
MAD 0.41518
Skewness 2.3599
Sum 1102500
Variance 0.40649
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 780522 87.6%
 
3.0 100548 11.3%
 
2.0 10151 1.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 780522 87.6%
 
2.0 10151 1.1%
 
3.0 100548 11.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 780522 87.6%
 
2.0 10151 1.1%
 
3.0 100548 11.3%
 

KBA13_KRSAQUOT
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8822
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.99863
Coef of variation 0.34648
Kurtosis -0.086836
Mean 2.8822
MAD 0.72996
Skewness -0.015773
Sum 2568700
Variance 0.99727
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 429894 48.2%
 
2.0 172621 19.4%
 
4.0 142200 16.0%
 
1.0 91812 10.3%
 
5.0 54634 6.1%
 
0.0 60 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 60 0.0%
 
1.0 91812 10.3%
 
2.0 172621 19.4%
 
3.0 429894 48.2%
 
4.0 142200 16.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 91812 10.3%
 
2.0 172621 19.4%
 
3.0 429894 48.2%
 
4.0 142200 16.0%
 
5.0 54634 6.1%
 

KBA13_KRSHERST_AUDI_VW
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9647
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.94967
Coef of variation 0.32033
Kurtosis 0.067327
Mean 2.9647
MAD 0.65324
Skewness -0.033076
Sum 2642200
Variance 0.90188
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 442810 49.7%
 
2.0 167559 18.8%
 
4.0 162124 18.2%
 
1.0 65798 7.4%
 
5.0 52872 5.9%
 
0.0 58 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58 0.0%
 
1.0 65798 7.4%
 
2.0 167559 18.8%
 
3.0 442810 49.7%
 
4.0 162124 18.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 65798 7.4%
 
2.0 167559 18.8%
 
3.0 442810 49.7%
 
4.0 162124 18.2%
 
5.0 52872 5.9%
 

KBA13_KRSHERST_BMW_BENZ
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0732
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 0.94819
Coef of variation 0.30853
Kurtosis 0.098226
Mean 3.0732
MAD 0.66458
Skewness 0.063717
Sum 2738900
Variance 0.89907
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 451064 50.6%
 
4.0 165044 18.5%
 
2.0 153245 17.2%
 
5.0 74315 8.3%
 
1.0 47495 5.3%
 
0.0 58 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58 0.0%
 
1.0 47495 5.3%
 
2.0 153245 17.2%
 
3.0 451064 50.6%
 
4.0 165044 18.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 47495 5.3%
 
2.0 153245 17.2%
 
3.0 451064 50.6%
 
4.0 165044 18.5%
 
5.0 74315 8.3%
 

KBA13_KRSHERST_FORD_OPEL
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0079
Minimum 0
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 0.97721
Coef of variation 0.32488
Kurtosis -0.0058902
Mean 3.0079
MAD 0.66332
Skewness -0.018265
Sum 2680700
Variance 0.95494
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 435040 48.8%
 
4.0 166035 18.6%
 
2.0 158597 17.8%
 
1.0 65801 7.4%
 
5.0 65690 7.4%
 
0.0 58 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58 0.0%
 
1.0 65801 7.4%
 
2.0 158597 17.8%
 
3.0 435040 48.8%
 
4.0 166035 18.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 65801 7.4%
 
2.0 158597 17.8%
 
3.0 435040 48.8%
 
4.0 166035 18.6%
 
5.0 65690 7.4%
 

KBA13_KRSSEG_KLEIN
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9952
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 2
Median 2
Q3 2
95-th percentile 2
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.27475
Coef of variation 0.13771
Kurtosis 10.424
Mean 1.9952
MAD 0.079767
Skewness -0.20588
Sum 1778100
Variance 0.075486
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 824166 92.5%
 
1.0 35557 4.0%
 
3.0 31418 3.5%
 
0.0 80 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 80 0.0%
 
1.0 35557 4.0%
 
2.0 824166 92.5%
 
3.0 31418 3.5%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 80 0.0%
 
1.0 35557 4.0%
 
2.0 824166 92.5%
 
3.0 31418 3.5%
 

KBA13_KRSSEG_OBER
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.96
Minimum 0
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.54873
Coef of variation 0.27996
Kurtosis 0.34705
Mean 1.96
MAD 0.32826
Skewness -0.036974
Sum 1746800
Variance 0.30111
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 622476 69.8%
 
1.0 151665 17.0%
 
3.0 116737 13.1%
 
0.0 343 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 343 0.0%
 
1.0 151665 17.0%
 
2.0 622476 69.8%
 
3.0 116737 13.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 343 0.0%
 
1.0 151665 17.0%
 
2.0 622476 69.8%
 
3.0 116737 13.1%
 

KBA13_KRSSEG_VAN
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.9518
Minimum 0
Maximum 3
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.57808
Coef of variation 0.29618
Kurtosis 0.048232
Mean 1.9518
MAD 0.36474
Skewness -0.023217
Sum 1739500
Variance 0.33418
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 593426 66.6%
 
1.0 169327 19.0%
 
3.0 127767 14.3%
 
0.0 701 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 701 0.1%
 
1.0 169327 19.0%
 
2.0 593426 66.6%
 
3.0 127767 14.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 701 0.1%
 
1.0 169327 19.0%
 
2.0 593426 66.6%
 
3.0 127767 14.3%
 

KBA13_KRSZUL_NEU
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.8528
Minimum 0
Maximum 3
Zeros (%) 3.5%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 1
Median 2
Q3 2
95-th percentile 3
Maximum 3
Range 3
Interquartile range 1

Descriptive statistics

Standard deviation 0.73527
Coef of variation 0.39685
Kurtosis -0.10877
Mean 1.8528
MAD 0.55544
Skewness -0.2924
Sum 1651200
Variance 0.54062
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 484104 54.3%
 
1.0 222157 24.9%
 
3.0 153623 17.2%
 
0.0 31337 3.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 31337 3.5%
 
1.0 222157 24.9%
 
2.0 484104 54.3%
 
3.0 153623 17.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 31337 3.5%
 
1.0 222157 24.9%
 
2.0 484104 54.3%
 
3.0 153623 17.2%
 

KBA13_KW_0_60
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9804
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.90893
Coef of variation 0.30497
Kurtosis 0.23589
Mean 2.9804
MAD 0.60568
Skewness -0.013486
Sum 2656200
Variance 0.82615
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 463121 52.0%
 
2.0 165557 18.6%
 
4.0 159703 17.9%
 
1.0 54326 6.1%
 
5.0 48514 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 54326 6.1%
 
2.0 165557 18.6%
 
3.0 463121 52.0%
 
4.0 159703 17.9%
 
5.0 48514 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 54326 6.1%
 
2.0 165557 18.6%
 
3.0 463121 52.0%
 
4.0 159703 17.9%
 
5.0 48514 5.4%
 

KBA13_KW_110
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4755
Minimum 0
Maximum 5
Zeros (%) 13.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3554
Coef of variation 0.54752
Kurtosis -0.34305
Mean 2.4755
MAD 1.089
Skewness -0.33943
Sum 2206300
Variance 1.8372
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 381479 42.8%
 
2.0 175418 19.7%
 
0.0 124216 13.9%
 
4.0 83780 9.4%
 
1.0 63943 7.2%
 
5.0 62385 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 124216 13.9%
 
1.0 63943 7.2%
 
2.0 175418 19.7%
 
3.0 381479 42.8%
 
4.0 83780 9.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 63943 7.2%
 
2.0 175418 19.7%
 
3.0 381479 42.8%
 
4.0 83780 9.4%
 
5.0 62385 7.0%
 

KBA13_KW_120
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4502
Minimum 0
Maximum 5
Zeros (%) 9.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.4275
Coef of variation 0.58262
Kurtosis -0.90133
Mean 2.4502
MAD 1.2293
Skewness -0.11753
Sum 2183700
Variance 2.0378
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 387215 43.4%
 
1.0 226709 25.4%
 
4.0 94774 10.6%
 
0.0 85028 9.5%
 
5.0 73739 8.3%
 
2.0 23756 2.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 85028 9.5%
 
1.0 226709 25.4%
 
2.0 23756 2.7%
 
3.0 387215 43.4%
 
4.0 94774 10.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 226709 25.4%
 
2.0 23756 2.7%
 
3.0 387215 43.4%
 
4.0 94774 10.6%
 
5.0 73739 8.3%
 

KBA13_KW_121
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5649
Minimum 0
Maximum 5
Zeros (%) 10.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3588
Coef of variation 0.52977
Kurtosis -0.40326
Mean 2.5649
MAD 1.0904
Skewness -0.2771
Sum 2285900
Variance 1.8464
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 388645 43.6%
 
2.0 135033 15.2%
 
1.0 105706 11.9%
 
0.0 95195 10.7%
 
4.0 88983 10.0%
 
5.0 77659 8.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 95195 10.7%
 
1.0 105706 11.9%
 
2.0 135033 15.2%
 
3.0 388645 43.6%
 
4.0 88983 10.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 105706 11.9%
 
2.0 135033 15.2%
 
3.0 388645 43.6%
 
4.0 88983 10.0%
 
5.0 77659 8.7%
 

KBA13_KW_30
Numeric

Distinct count 3
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.3569
Minimum 1
Maximum 3
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 2
95-th percentile 3
Maximum 3
Range 2
Interquartile range 1

Descriptive statistics

Standard deviation 0.65268
Coef of variation 0.48101
Kurtosis 1.1631
Mean 1.3569
MAD 0.52917
Skewness 1.5995
Sum 1209300
Variance 0.42599
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 660687 74.1%
 
2.0 142986 16.0%
 
3.0 87548 9.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 660687 74.1%
 
2.0 142986 16.0%
 
3.0 87548 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 660687 74.1%
 
2.0 142986 16.0%
 
3.0 87548 9.8%
 

KBA13_KW_40
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4757
Minimum 0
Maximum 5
Zeros (%) 11.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3395
Coef of variation 0.54107
Kurtosis -0.45727
Mean 2.4757
MAD 1.097
Skewness -0.26279
Sum 2206400
Variance 1.7944
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 388884 43.6%
 
2.0 135456 15.2%
 
1.0 121060 13.6%
 
0.0 99260 11.1%
 
4.0 85040 9.5%
 
5.0 61521 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 99260 11.1%
 
1.0 121060 13.6%
 
2.0 135456 15.2%
 
3.0 388884 43.6%
 
4.0 85040 9.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 121060 13.6%
 
2.0 135456 15.2%
 
3.0 388884 43.6%
 
4.0 85040 9.5%
 
5.0 61521 6.9%
 

KBA13_KW_50
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.419
Minimum 0
Maximum 5
Zeros (%) 16.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3703
Coef of variation 0.5665
Kurtosis -0.40865
Mean 2.419
MAD 1.1066
Skewness -0.36016
Sum 2155800
Variance 1.8778
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 379720 42.6%
 
2.0 181545 20.4%
 
0.0 143215 16.1%
 
4.0 81007 9.1%
 
5.0 55954 6.3%
 
1.0 49780 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 143215 16.1%
 
1.0 49780 5.6%
 
2.0 181545 20.4%
 
3.0 379720 42.6%
 
4.0 81007 9.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49780 5.6%
 
2.0 181545 20.4%
 
3.0 379720 42.6%
 
4.0 81007 9.1%
 
5.0 55954 6.3%
 

KBA13_KW_60
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3755
Minimum 0
Maximum 5
Zeros (%) 14.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3452
Coef of variation 0.56627
Kurtosis -0.45233
Mean 2.3755
MAD 1.0995
Skewness -0.30872
Sum 2117100
Variance 1.8095
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 373632 41.9%
 
2.0 178524 20.0%
 
0.0 132144 14.8%
 
1.0 79264 8.9%
 
4.0 78418 8.8%
 
5.0 49239 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 132144 14.8%
 
1.0 79264 8.9%
 
2.0 178524 20.0%
 
3.0 373632 41.9%
 
4.0 78418 8.8%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 79264 8.9%
 
2.0 178524 20.0%
 
3.0 373632 41.9%
 
4.0 78418 8.8%
 
5.0 49239 5.5%
 

KBA13_KW_61_120
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9966
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.89877
Coef of variation 0.29992
Kurtosis 0.26977
Mean 2.9966
MAD 0.58858
Skewness 0.0080885
Sum 2670700
Variance 0.80778
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 466681 52.4%
 
2.0 164699 18.5%
 
4.0 161381 18.1%
 
5.0 49311 5.5%
 
1.0 49149 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 49149 5.5%
 
2.0 164699 18.5%
 
3.0 466681 52.4%
 
4.0 161381 18.1%
 
5.0 49311 5.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49149 5.5%
 
2.0 164699 18.5%
 
3.0 466681 52.4%
 
4.0 161381 18.1%
 
5.0 49311 5.5%
 

KBA13_KW_70
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4151
Minimum 0
Maximum 5
Zeros (%) 15.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3597
Coef of variation 0.56301
Kurtosis -0.38056
Mean 2.4151
MAD 1.0968
Skewness -0.36699
Sum 2152400
Variance 1.8489
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 382517 42.9%
 
2.0 184387 20.7%
 
0.0 141548 15.9%
 
4.0 78915 8.9%
 
5.0 54143 6.1%
 
1.0 49711 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 141548 15.9%
 
1.0 49711 5.6%
 
2.0 184387 20.7%
 
3.0 382517 42.9%
 
4.0 78915 8.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49711 5.6%
 
2.0 184387 20.7%
 
3.0 382517 42.9%
 
4.0 78915 8.9%
 
5.0 54143 6.1%
 

KBA13_KW_80
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.3919
Minimum 0
Maximum 5
Zeros (%) 14.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.343
Coef of variation 0.56146
Kurtosis -0.41823
Mean 2.3919
MAD 1.0938
Skewness -0.30821
Sum 2131700
Variance 1.8035
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 375021 42.1%
 
2.0 180524 20.3%
 
0.0 129268 14.5%
 
4.0 77562 8.7%
 
1.0 77214 8.7%
 
5.0 51632 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 129268 14.5%
 
1.0 77214 8.7%
 
2.0 180524 20.3%
 
3.0 375021 42.1%
 
4.0 77562 8.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 77214 8.7%
 
2.0 180524 20.3%
 
3.0 375021 42.1%
 
4.0 77562 8.7%
 
5.0 51632 5.8%
 

KBA13_KW_90
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4561
Minimum 0
Maximum 5
Zeros (%) 15.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3573
Coef of variation 0.5526
Kurtosis -0.3374
Mean 2.4561
MAD 1.0894
Skewness -0.3679
Sum 2189000
Variance 1.8422
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 383207 43.0%
 
2.0 181685 20.4%
 
0.0 133326 15.0%
 
4.0 82747 9.3%
 
5.0 58683 6.6%
 
1.0 51573 5.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 133326 15.0%
 
1.0 51573 5.8%
 
2.0 181685 20.4%
 
3.0 383207 43.0%
 
4.0 82747 9.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 51573 5.8%
 
2.0 181685 20.4%
 
3.0 383207 43.0%
 
4.0 82747 9.3%
 
5.0 58683 6.6%
 

KBA13_MAZDA
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0752
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.93911
Coef of variation 0.30538
Kurtosis 0.091221
Mean 3.0752
MAD 0.66131
Skewness 0.073062
Sum 2740700
Variance 0.88193
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 448860 50.4%
 
4.0 169148 19.0%
 
2.0 156989 17.6%
 
5.0 71832 8.1%
 
1.0 44392 5.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 44392 5.0%
 
2.0 156989 17.6%
 
3.0 448860 50.4%
 
4.0 169148 19.0%
 
5.0 71832 8.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 44392 5.0%
 
2.0 156989 17.6%
 
3.0 448860 50.4%
 
4.0 169148 19.0%
 
5.0 71832 8.1%
 

KBA13_MERCEDES
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.127
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96229
Coef of variation 0.30773
Kurtosis 0.057325
Mean 3.127
MAD 0.69931
Skewness 0.0038628
Sum 2786900
Variance 0.92599
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446179 50.1%
 
4.0 178995 20.1%
 
2.0 134513 15.1%
 
5.0 82948 9.3%
 
1.0 48586 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 48586 5.5%
 
2.0 134513 15.1%
 
3.0 446179 50.1%
 
4.0 178995 20.1%
 
5.0 82948 9.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 48586 5.5%
 
2.0 134513 15.1%
 
3.0 446179 50.1%
 
4.0 178995 20.1%
 
5.0 82948 9.3%
 

KBA13_MOTOR
Numeric

Distinct count 4
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8114
Minimum 1
Maximum 4
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 3
Interquartile range 0

Descriptive statistics

Standard deviation 0.72475
Coef of variation 0.25779
Kurtosis 0.85497
Mean 2.8114
MAD 0.51989
Skewness -0.81298
Sum 2505600
Variance 0.52526
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 580686 65.2%
 
2.0 144655 16.2%
 
4.0 102786 11.5%
 
1.0 63094 7.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 63094 7.1%
 
2.0 144655 16.2%
 
3.0 580686 65.2%
 
4.0 102786 11.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 63094 7.1%
 
2.0 144655 16.2%
 
3.0 580686 65.2%
 
4.0 102786 11.5%
 

KBA13_NISSAN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0531
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95648
Coef of variation 0.31328
Kurtosis 0.039754
Mean 3.0531
MAD 0.66717
Skewness 0.049496
Sum 2721000
Variance 0.91484
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 441257 49.5%
 
4.0 167124 18.8%
 
2.0 160213 18.0%
 
5.0 71427 8.0%
 
1.0 51200 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 51200 5.7%
 
2.0 160213 18.0%
 
3.0 441257 49.5%
 
4.0 167124 18.8%
 
5.0 71427 8.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 51200 5.7%
 
2.0 160213 18.0%
 
3.0 441257 49.5%
 
4.0 167124 18.8%
 
5.0 71427 8.0%
 

KBA13_OPEL
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9753
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99023
Coef of variation 0.33282
Kurtosis -0.037806
Mean 2.9753
MAD 0.6811
Skewness 0.0062098
Sum 2651600
Variance 0.98056
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 433418 48.6%
 
2.0 164244 18.4%
 
4.0 154681 17.4%
 
1.0 72559 8.1%
 
5.0 66319 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 72559 8.1%
 
2.0 164244 18.4%
 
3.0 433418 48.6%
 
4.0 154681 17.4%
 
5.0 66319 7.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 72559 8.1%
 
2.0 164244 18.4%
 
3.0 433418 48.6%
 
4.0 154681 17.4%
 
5.0 66319 7.4%
 

KBA13_PEUGEOT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0632
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94783
Coef of variation 0.30943
Kurtosis 0.082248
Mean 3.0632
MAD 0.66248
Skewness 0.033251
Sum 2730000
Variance 0.89838
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446605 50.1%
 
4.0 170378 19.1%
 
2.0 154373 17.3%
 
5.0 70008 7.9%
 
1.0 49857 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 49857 5.6%
 
2.0 154373 17.3%
 
3.0 446605 50.1%
 
4.0 170378 19.1%
 
5.0 70008 7.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 49857 5.6%
 
2.0 154373 17.3%
 
3.0 446605 50.1%
 
4.0 170378 19.1%
 
5.0 70008 7.9%
 

KBA13_RENAULT
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0383
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96072
Coef of variation 0.3162
Kurtosis 0.043595
Mean 3.0383
MAD 0.66228
Skewness 0.043568
Sum 2707800
Variance 0.92298
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 442184 49.6%
 
4.0 163307 18.3%
 
2.0 160781 18.0%
 
5.0 70384 7.9%
 
1.0 54565 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 54565 6.1%
 
2.0 160781 18.0%
 
3.0 442184 49.6%
 
4.0 163307 18.3%
 
5.0 70384 7.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 54565 6.1%
 
2.0 160781 18.0%
 
3.0 442184 49.6%
 
4.0 163307 18.3%
 
5.0 70384 7.9%
 

KBA13_SEG_GELAENDEWAGEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.921
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94043
Coef of variation 0.32195
Kurtosis 0.12964
Mean 2.921
MAD 0.66148
Skewness 0.014004
Sum 2603300
Variance 0.8844
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 450993 50.6%
 
2.0 178645 20.0%
 
4.0 143742 16.1%
 
1.0 67786 7.6%
 
5.0 50055 5.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 67786 7.6%
 
2.0 178645 20.0%
 
3.0 450993 50.6%
 
4.0 143742 16.1%
 
5.0 50055 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 67786 7.6%
 
2.0 178645 20.0%
 
3.0 450993 50.6%
 
4.0 143742 16.1%
 
5.0 50055 5.6%
 

KBA13_SEG_GROSSRAUMVANS
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0673
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95163
Coef of variation 0.31025
Kurtosis 0.075424
Mean 3.0673
MAD 0.66689
Skewness 0.032578
Sum 2733600
Variance 0.90561
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 446442 50.1%
 
4.0 169944 19.1%
 
2.0 152717 17.1%
 
5.0 71749 8.1%
 
1.0 50369 5.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 50369 5.7%
 
2.0 152717 17.1%
 
3.0 446442 50.1%
 
4.0 169944 19.1%
 
5.0 71749 8.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 50369 5.7%
 
2.0 152717 17.1%
 
3.0 446442 50.1%
 
4.0 169944 19.1%
 
5.0 71749 8.1%
 

KBA13_SEG_KLEINST
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9904
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96485
Coef of variation 0.32264
Kurtosis 0.051627
Mean 2.9904
MAD 0.65003
Skewness -0.00017166
Sum 2665100
Variance 0.93093
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 443391 49.8%
 
2.0 161954 18.2%
 
4.0 158570 17.8%
 
1.0 64938 7.3%
 
5.0 62368 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 64938 7.3%
 
2.0 161954 18.2%
 
3.0 443391 49.8%
 
4.0 158570 17.8%
 
5.0 62368 7.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64938 7.3%
 
2.0 161954 18.2%
 
3.0 443391 49.8%
 
4.0 158570 17.8%
 
5.0 62368 7.0%
 

KBA13_SEG_KLEINWAGEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9521
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95426
Coef of variation 0.32325
Kurtosis 0.084421
Mean 2.9521
MAD 0.65888
Skewness -0.011994
Sum 2630900
Variance 0.91061
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447314 50.2%
 
2.0 167806 18.8%
 
4.0 152870 17.2%
 
1.0 68565 7.7%
 
5.0 54666 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 68565 7.7%
 
2.0 167806 18.8%
 
3.0 447314 50.2%
 
4.0 152870 17.2%
 
5.0 54666 6.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 68565 7.7%
 
2.0 167806 18.8%
 
3.0 447314 50.2%
 
4.0 152870 17.2%
 
5.0 54666 6.1%
 

KBA13_SEG_KOMPAKTKLASSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.956
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95544
Coef of variation 0.32323
Kurtosis 0.11071
Mean 2.956
MAD 0.65537
Skewness 0.053575
Sum 2634400
Variance 0.91287
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 450198 50.5%
 
2.0 173314 19.4%
 
4.0 142952 16.0%
 
1.0 64602 7.2%
 
5.0 60155 6.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 64602 7.2%
 
2.0 173314 19.4%
 
3.0 450198 50.5%
 
4.0 142952 16.0%
 
5.0 60155 6.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 64602 7.2%
 
2.0 173314 19.4%
 
3.0 450198 50.5%
 
4.0 142952 16.0%
 
5.0 60155 6.7%
 

KBA13_SEG_MINIVANS
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0168
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95308
Coef of variation 0.31592
Kurtosis 0.089421
Mean 3.0168
MAD 0.64299
Skewness 0.030144
Sum 2688600
Variance 0.90836
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447662 50.2%
 
2.0 161436 18.1%
 
4.0 160044 18.0%
 
5.0 65130 7.3%
 
1.0 56949 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 56949 6.4%
 
2.0 161436 18.1%
 
3.0 447662 50.2%
 
4.0 160044 18.0%
 
5.0 65130 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 56949 6.4%
 
2.0 161436 18.1%
 
3.0 447662 50.2%
 
4.0 160044 18.0%
 
5.0 65130 7.3%
 

KBA13_SEG_MINIWAGEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1032
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.95058
Coef of variation 0.30632
Kurtosis 0.060373
Mean 3.1032
MAD 0.68279
Skewness 0.038575
Sum 2765600
Variance 0.9036
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 445398 50.0%
 
4.0 176093 19.8%
 
2.0 146739 16.5%
 
5.0 77150 8.7%
 
1.0 45841 5.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 45841 5.1%
 
2.0 146739 16.5%
 
3.0 445398 50.0%
 
4.0 176093 19.8%
 
5.0 77150 8.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 45841 5.1%
 
2.0 146739 16.5%
 
3.0 445398 50.0%
 
4.0 176093 19.8%
 
5.0 77150 8.7%
 

KBA13_SEG_MITTELKLASSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0519
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96339
Coef of variation 0.31567
Kurtosis 0.041075
Mean 3.0519
MAD 0.66975
Skewness 0.042767
Sum 2719900
Variance 0.92812
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 443041 49.7%
 
4.0 164192 18.4%
 
2.0 156862 17.6%
 
5.0 73287 8.2%
 
1.0 53839 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 53839 6.0%
 
2.0 156862 17.6%
 
3.0 443041 49.7%
 
4.0 164192 18.4%
 
5.0 73287 8.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 53839 6.0%
 
2.0 156862 17.6%
 
3.0 443041 49.7%
 
4.0 164192 18.4%
 
5.0 73287 8.2%
 

KBA13_SEG_OBEREMITTELKLASSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1422
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94928
Coef of variation 0.3021
Kurtosis 0.082797
Mean 3.1422
MAD 0.69589
Skewness 0.0098176
Sum 2800400
Variance 0.90114
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 448084 50.3%
 
4.0 184285 20.7%
 
2.0 132852 14.9%
 
5.0 81830 9.2%
 
1.0 44170 5.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 44170 5.0%
 
2.0 132852 14.9%
 
3.0 448084 50.3%
 
4.0 184285 20.7%
 
5.0 81830 9.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 44170 5.0%
 
2.0 132852 14.9%
 
3.0 448084 50.3%
 
4.0 184285 20.7%
 
5.0 81830 9.2%
 

KBA13_SEG_OBERKLASSE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5563
Minimum 0
Maximum 5
Zeros (%) 9.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.3987
Coef of variation 0.54717
Kurtosis -0.6409
Mean 2.5563
MAD 1.1479
Skewness -0.20714
Sum 2278200
Variance 1.9564
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 389288 43.7%
 
1.0 157682 17.7%
 
4.0 91369 10.3%
 
0.0 86270 9.7%
 
5.0 84648 9.5%
 
2.0 81964 9.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 86270 9.7%
 
1.0 157682 17.7%
 
2.0 81964 9.2%
 
3.0 389288 43.7%
 
4.0 91369 10.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 157682 17.7%
 
2.0 81964 9.2%
 
3.0 389288 43.7%
 
4.0 91369 10.3%
 
5.0 84648 9.5%
 

KBA13_SEG_SONSTIGE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.063
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.9047
Coef of variation 0.29537
Kurtosis 0.16821
Mean 3.063
MAD 0.62862
Skewness 0.14071
Sum 2729800
Variance 0.81849
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 458068 51.4%
 
2.0 167674 18.8%
 
4.0 165534 18.6%
 
5.0 64535 7.2%
 
1.0 35410 4.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 35410 4.0%
 
2.0 167674 18.8%
 
3.0 458068 51.4%
 
4.0 165534 18.6%
 
5.0 64535 7.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 35410 4.0%
 
2.0 167674 18.8%
 
3.0 458068 51.4%
 
4.0 165534 18.6%
 
5.0 64535 7.2%
 

KBA13_SEG_SPORTWAGEN
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6184
Minimum 0
Maximum 5
Zeros (%) 9.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3565
Coef of variation 0.51808
Kurtosis -0.39239
Mean 2.6184
MAD 1.08
Skewness -0.23388
Sum 2333500
Variance 1.8402
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 373722 41.9%
 
2.0 146930 16.5%
 
1.0 106267 11.9%
 
4.0 92168 10.3%
 
5.0 88713 10.0%
 
0.0 83421 9.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 83421 9.4%
 
1.0 106267 11.9%
 
2.0 146930 16.5%
 
3.0 373722 41.9%
 
4.0 92168 10.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 106267 11.9%
 
2.0 146930 16.5%
 
3.0 373722 41.9%
 
4.0 92168 10.3%
 
5.0 88713 10.0%
 

KBA13_SEG_UTILITIES
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0142
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.93756
Coef of variation 0.31105
Kurtosis 0.13589
Mean 3.0142
MAD 0.62856
Skewness 0.039508
Sum 2686300
Variance 0.87903
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 452256 50.7%
 
2.0 164012 18.4%
 
4.0 160080 18.0%
 
5.0 61579 6.9%
 
1.0 53294 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 53294 6.0%
 
2.0 164012 18.4%
 
3.0 452256 50.7%
 
4.0 160080 18.0%
 
5.0 61579 6.9%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 53294 6.0%
 
2.0 164012 18.4%
 
3.0 452256 50.7%
 
4.0 160080 18.0%
 
5.0 61579 6.9%
 

KBA13_SEG_VAN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0415
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94979
Coef of variation 0.31228
Kurtosis 0.087589
Mean 3.0415
MAD 0.65317
Skewness 0.031357
Sum 2710600
Variance 0.90211
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 447238 50.2%
 
4.0 165710 18.6%
 
2.0 157763 17.7%
 
5.0 67515 7.6%
 
1.0 52995 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 52995 5.9%
 
2.0 157763 17.7%
 
3.0 447238 50.2%
 
4.0 165710 18.6%
 
5.0 67515 7.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 52995 5.9%
 
2.0 157763 17.7%
 
3.0 447238 50.2%
 
4.0 165710 18.6%
 
5.0 67515 7.6%
 

KBA13_SEG_WOHNMOBILE
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.5935
Minimum 0
Maximum 5
Zeros (%) 9.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3333
Coef of variation 0.5141
Kurtosis -0.30461
Mean 2.5935
MAD 1.0603
Skewness -0.24394
Sum 2311400
Variance 1.7777
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 374940 42.1%
 
2.0 165205 18.5%
 
1.0 95326 10.7%
 
4.0 88952 10.0%
 
0.0 85796 9.6%
 
5.0 81002 9.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 85796 9.6%
 
1.0 95326 10.7%
 
2.0 165205 18.5%
 
3.0 374940 42.1%
 
4.0 88952 10.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 95326 10.7%
 
2.0 165205 18.5%
 
3.0 374940 42.1%
 
4.0 88952 10.0%
 
5.0 81002 9.1%
 

KBA13_SITZE_4
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1506
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99066
Coef of variation 0.31444
Kurtosis -0.043161
Mean 3.1506
MAD 0.73414
Skewness -0.021363
Sum 2807900
Variance 0.98142
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 434254 48.7%
 
4.0 181695 20.4%
 
2.0 129303 14.5%
 
5.0 93443 10.5%
 
1.0 52526 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 52526 5.9%
 
2.0 129303 14.5%
 
3.0 434254 48.7%
 
4.0 181695 20.4%
 
5.0 93443 10.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 52526 5.9%
 
2.0 129303 14.5%
 
3.0 434254 48.7%
 
4.0 181695 20.4%
 
5.0 93443 10.5%
 

KBA13_SITZE_5
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8615
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.99269
Coef of variation 0.34691
Kurtosis -0.031548
Mean 2.8615
MAD 0.7296
Skewness 0.030085
Sum 2550200
Variance 0.98542
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 436028 48.9%
 
2.0 179693 20.2%
 
4.0 128787 14.5%
 
1.0 91495 10.3%
 
5.0 55218 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 91495 10.3%
 
2.0 179693 20.2%
 
3.0 436028 48.9%
 
4.0 128787 14.5%
 
5.0 55218 6.2%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 91495 10.3%
 
2.0 179693 20.2%
 
3.0 436028 48.9%
 
4.0 128787 14.5%
 
5.0 55218 6.2%
 

KBA13_SITZE_6
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0633
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.97761
Coef of variation 0.31914
Kurtosis 0.019339
Mean 3.0633
MAD 0.68462
Skewness 0.007125
Sum 2730000
Variance 0.95573
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 442024 49.6%
 
4.0 166528 18.7%
 
2.0 147292 16.5%
 
5.0 76974 8.6%
 
1.0 58403 6.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 58403 6.6%
 
2.0 147292 16.5%
 
3.0 442024 49.6%
 
4.0 166528 18.7%
 
5.0 76974 8.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 58403 6.6%
 
2.0 147292 16.5%
 
3.0 442024 49.6%
 
4.0 166528 18.7%
 
5.0 76974 8.6%
 

KBA13_TOYOTA
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0661
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.94602
Coef of variation 0.30854
Kurtosis 0.089702
Mean 3.0661
MAD 0.66129
Skewness 0.061033
Sum 2732500
Variance 0.89495
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 448993 50.4%
 
4.0 166426 18.7%
 
2.0 156050 17.5%
 
5.0 72002 8.1%
 
1.0 47750 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 47750 5.4%
 
2.0 156050 17.5%
 
3.0 448993 50.4%
 
4.0 166426 18.7%
 
5.0 72002 8.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 47750 5.4%
 
2.0 156050 17.5%
 
3.0 448993 50.4%
 
4.0 166426 18.7%
 
5.0 72002 8.1%
 

KBA13_VORB_0
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.1036
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.91655
Coef of variation 0.29532
Kurtosis 0.13208
Mean 3.1036
MAD 0.65584
Skewness 0.10794
Sum 2766000
Variance 0.84007
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 455637 51.1%
 
4.0 174276 19.6%
 
2.0 153752 17.3%
 
5.0 71730 8.0%
 
1.0 35826 4.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 35826 4.0%
 
2.0 153752 17.3%
 
3.0 455637 51.1%
 
4.0 174276 19.6%
 
5.0 71730 8.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 35826 4.0%
 
2.0 153752 17.3%
 
3.0 455637 51.1%
 
4.0 174276 19.6%
 
5.0 71730 8.0%
 

KBA13_VORB_1
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.983
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.89879
Coef of variation 0.30131
Kurtosis 0.27394
Mean 2.983
MAD 0.59522
Skewness 0.0043812
Sum 2658500
Variance 0.80783
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 467249 52.4%
 
2.0 167076 18.7%
 
4.0 158150 17.7%
 
1.0 50939 5.7%
 
5.0 47807 5.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 50939 5.7%
 
2.0 167076 18.7%
 
3.0 467249 52.4%
 
4.0 158150 17.7%
 
5.0 47807 5.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 50939 5.7%
 
2.0 167076 18.7%
 
3.0 467249 52.4%
 
4.0 158150 17.7%
 
5.0 47807 5.4%
 

KBA13_VORB_1_2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9268
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.9034
Coef of variation 0.30867
Kurtosis 0.23829
Mean 2.9268
MAD 0.62725
Skewness -0.053503
Sum 2608400
Variance 0.81613
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 465062 52.2%
 
2.0 173047 19.4%
 
4.0 151120 17.0%
 
1.0 61834 6.9%
 
5.0 40158 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 61834 6.9%
 
2.0 173047 19.4%
 
3.0 465062 52.2%
 
4.0 151120 17.0%
 
5.0 40158 4.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 61834 6.9%
 
2.0 173047 19.4%
 
3.0 465062 52.2%
 
4.0 151120 17.0%
 
5.0 40158 4.5%
 

KBA13_VORB_2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0098
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 0

Descriptive statistics

Standard deviation 0.88602
Coef of variation 0.29438
Kurtosis 0.29728
Mean 3.0098
MAD 0.58218
Skewness 0.041527
Sum 2682400
Variance 0.78503
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 469666 52.7%
 
2.0 166317 18.7%
 
4.0 162515 18.2%
 
5.0 49491 5.6%
 
1.0 43232 4.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 43232 4.9%
 
2.0 166317 18.7%
 
3.0 469666 52.7%
 
4.0 162515 18.2%
 
5.0 49491 5.6%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 43232 4.9%
 
2.0 166317 18.7%
 
3.0 469666 52.7%
 
4.0 162515 18.2%
 
5.0 49491 5.6%
 

KBA13_VORB_3
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.4308
Minimum 0
Maximum 5
Zeros (%) 16.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 5
Interquartile range 1

Descriptive statistics

Standard deviation 1.3952
Coef of variation 0.57395
Kurtosis -0.46399
Mean 2.4308
MAD 1.1288
Skewness -0.31526
Sum 2166400
Variance 1.9465
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 370485 41.6%
 
2.0 177458 19.9%
 
0.0 143284 16.1%
 
4.0 81176 9.1%
 
5.0 64131 7.2%
 
1.0 54687 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 143284 16.1%
 
1.0 54687 6.1%
 
2.0 177458 19.9%
 
3.0 370485 41.6%
 
4.0 81176 9.1%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 54687 6.1%
 
2.0 177458 19.9%
 
3.0 370485 41.6%
 
4.0 81176 9.1%
 
5.0 64131 7.2%
 

KBA13_VW
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.9429
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 5
Maximum 5
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.96612
Coef of variation 0.32829
Kurtosis 0.04397
Mean 2.9429
MAD 0.67397
Skewness 0.0069216
Sum 2622800
Variance 0.93338
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 442388 49.6%
 
2.0 171175 19.2%
 
4.0 149018 16.7%
 
1.0 71506 8.0%
 
5.0 57134 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 71506 8.0%
 
2.0 171175 19.2%
 
3.0 442388 49.6%
 
4.0 149018 16.7%
 
5.0 57134 6.4%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 71506 8.0%
 
2.0 171175 19.2%
 
3.0 442388 49.6%
 
4.0 149018 16.7%
 
5.0 57134 6.4%
 

KONSUMNAEHE
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8509
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 3
Q3 4
95-th percentile 5
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.5856
Coef of variation 0.55616
Kurtosis -1.1192
Mean 2.8509
MAD 1.3691
Skewness 0.30411
Sum 2540800
Variance 2.5141
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 267707 30.0%
 
3.0 171127 19.2%
 
5.0 153535 17.2%
 
2.0 134665 15.1%
 
4.0 133324 15.0%
 
6.0 26625 3.0%
 
7.0 4238 0.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 267707 30.0%
 
2.0 134665 15.1%
 
3.0 171127 19.2%
 
4.0 133324 15.0%
 
5.0 153535 17.2%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 171127 19.2%
 
4.0 133324 15.0%
 
5.0 153535 17.2%
 
6.0 26625 3.0%
 
7.0 4238 0.5%
 

MOBI_REGIO
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6698
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 3
Q3 4
95-th percentile 5
Maximum 6
Range 5
Interquartile range 3

Descriptive statistics

Standard deviation 1.4922
Coef of variation 0.55893
Kurtosis -1.3632
Mean 2.6698
MAD 1.334
Skewness 0.27698
Sum 2379400
Variance 2.2268
Memory size 6.8 MiB
Value Count Frequency (%)  
1.0 297317 33.4%
 
3.0 150336 16.9%
 
5.0 148713 16.7%
 
4.0 148209 16.6%
 
2.0 146305 16.4%
 
6.0 341 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 297317 33.4%
 
2.0 146305 16.4%
 
3.0 150336 16.9%
 
4.0 148209 16.6%
 
5.0 148713 16.7%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 146305 16.4%
 
3.0 150336 16.9%
 
4.0 148209 16.6%
 
5.0 148713 16.7%
 
6.0 341 0.0%
 

ONLINE_AFFINITAET
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.6949
Minimum 0
Maximum 5
Zeros (%) 7.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 5
Interquartile range 2

Descriptive statistics

Standard deviation 1.5182
Coef of variation 0.56338
Kurtosis -1.0607
Mean 2.6949
MAD 1.3088
Skewness -0.017221
Sum 2401700
Variance 2.3051
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 202704 22.7%
 
4.0 164704 18.5%
 
3.0 163487 18.3%
 
1.0 156499 17.6%
 
5.0 138111 15.5%
 
0.0 65716 7.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 65716 7.4%
 
1.0 156499 17.6%
 
2.0 202704 22.7%
 
3.0 163487 18.3%
 
4.0 164704 18.5%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 156499 17.6%
 
2.0 202704 22.7%
 
3.0 163487 18.3%
 
4.0 164704 18.5%
 
5.0 138111 15.5%
 

ORTSGR_KLS9
Numeric

Distinct count 10
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 5.261
Minimum 0
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 2
Q1 4
Median 5
Q3 7
95-th percentile 9
Maximum 9
Range 9
Interquartile range 3

Descriptive statistics

Standard deviation 2.1764
Coef of variation 0.41368
Kurtosis -0.69557
Mean 5.261
MAD 1.7453
Skewness 0.03501
Sum 4688800
Variance 4.7366
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 245312 27.5%
 
4.0 114909 12.9%
 
7.0 102866 11.5%
 
9.0 91879 10.3%
 
3.0 83542 9.4%
 
6.0 75995 8.5%
 
8.0 72709 8.2%
 
2.0 63362 7.1%
 
1.0 40589 4.6%
 
0.0 58 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 58 0.0%
 
1.0 40589 4.6%
 
2.0 63362 7.1%
 
3.0 83542 9.4%
 
4.0 114909 12.9%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 245312 27.5%
 
6.0 75995 8.5%
 
7.0 102866 11.5%
 
8.0 72709 8.2%
 
9.0 91879 10.3%
 

PLZ8_ANTG1
Highly correlated

This variable is highly correlated with KBA13_ANTG1 and should be ignored for analysis

Correlation 0.91196

PLZ8_ANTG2
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 2.8278
Minimum 0
Maximum 4
Zeros (%) 0.8%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 3
95-th percentile 4
Maximum 4
Range 4
Interquartile range 1

Descriptive statistics

Standard deviation 0.86064
Coef of variation 0.30435
Kurtosis 0.13281
Mean 2.8278
MAD 0.66627
Skewness -0.53798
Sum 2520200
Variance 0.7407
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 423798 47.6%
 
2.0 215767 24.2%
 
4.0 191005 21.4%
 
1.0 53213 6.0%
 
0.0 7438 0.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7438 0.8%
 
1.0 53213 6.0%
 
2.0 215767 24.2%
 
3.0 423798 47.6%
 
4.0 191005 21.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.0 7438 0.8%
 
1.0 53213 6.0%
 
2.0 215767 24.2%
 
3.0 423798 47.6%
 
4.0 191005 21.4%
 

PLZ8_ANTG3
Highly correlated

This variable is highly correlated with KBA13_ANTG3 and should be ignored for analysis

Correlation 0.90311

PLZ8_ANTG4
Highly correlated

This variable is highly correlated with KBA13_ANTG4 and should be ignored for analysis

Correlation 0.90186

PLZ8_GBZ
Highly correlated

This variable is highly correlated with KBA13_GBZ and should be ignored for analysis

Correlation 0.97064

PLZ8_HHZ
Highly correlated

This variable is highly correlated with KBA13_HHZ and should be ignored for analysis

Correlation 0.95882

REGIOTYP
Numeric

Distinct count 8
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.4949
Minimum 0
Maximum 7
Zeros (%) 4.1%

Quantile statistics

Minimum 0
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 7
Interquartile range 3

Descriptive statistics

Standard deviation 1.9795
Coef of variation 0.44039
Kurtosis -0.64769
Mean 4.4949
MAD 1.7057
Skewness -0.72549
Sum 4005900
Variance 3.9184
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 316482 35.5%
 
5.0 145359 16.3%
 
3.0 93929 10.5%
 
2.0 91662 10.3%
 
7.0 83943 9.4%
 
4.0 68180 7.7%
 
1.0 54798 6.1%
 
0.0 36868 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 36868 4.1%
 
1.0 54798 6.1%
 
2.0 91662 10.3%
 
3.0 93929 10.5%
 
4.0 68180 7.7%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 93929 10.5%
 
4.0 68180 7.7%
 
5.0 145359 16.3%
 
6.0 316482 35.5%
 
7.0 83943 9.4%
 

RELAT_AB
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.0643
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 9
Range 8
Interquartile range 2

Descriptive statistics

Standard deviation 1.2867
Coef of variation 0.41989
Kurtosis -0.76574
Mean 3.0643
MAD 0.96606
Skewness -0.0010375
Sum 2731000
Variance 1.6556
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 371224 41.7%
 
5.0 174964 19.6%
 
1.0 142907 16.0%
 
2.0 104846 11.8%
 
4.0 97121 10.9%
 
9.0 159 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 142907 16.0%
 
2.0 104846 11.8%
 
3.0 371224 41.7%
 
4.0 97121 10.9%
 
5.0 174964 19.6%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 104846 11.8%
 
3.0 371224 41.7%
 
4.0 97121 10.9%
 
5.0 174964 19.6%
 
9.0 159 0.0%
 

RETOURTYP_BK_S
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.4282
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.4187
Coef of variation 0.41381
Kurtosis -1.1223
Mean 3.4282
MAD 1.2364
Skewness -0.37486
Sum 3055300
Variance 2.0126
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 302847 34.0%
 
3.0 231816 26.0%
 
4.0 131115 14.7%
 
1.0 129712 14.6%
 
2.0 95731 10.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 129712 14.6%
 
2.0 95731 10.7%
 
3.0 231816 26.0%
 
4.0 131115 14.7%
 
5.0 302847 34.0%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 129712 14.6%
 
2.0 95731 10.7%
 
3.0 231816 26.0%
 
4.0 131115 14.7%
 
5.0 302847 34.0%
 

RT_KEIN_ANREIZ
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2433
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 4
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.391
Coef of variation 0.42887
Kurtosis -1.19
Mean 3.2433
MAD 1.204
Skewness -0.25153
Sum 2890500
Variance 1.9348
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 216388 24.3%
 
4.0 206707 23.2%
 
3.0 186655 20.9%
 
1.0 141140 15.8%
 
2.0 140331 15.7%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 141140 15.8%
 
2.0 140331 15.7%
 
3.0 186655 20.9%
 
4.0 206707 23.2%
 
5.0 216388 24.3%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 141140 15.8%
 
2.0 140331 15.7%
 
3.0 186655 20.9%
 
4.0 206707 23.2%
 
5.0 216388 24.3%
 

RT_SCHNAEPPCHEN
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.87
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 2

Descriptive statistics

Standard deviation 1.282
Coef of variation 0.33126
Kurtosis -0.60927
Mean 3.87
MAD 1.0861
Skewness -0.80369
Sum 3449000
Variance 1.6435
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 407358 45.7%
 
4.0 182059 20.4%
 
3.0 133538 15.0%
 
2.0 115106 12.9%
 
1.0 53160 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 53160 6.0%
 
2.0 115106 12.9%
 
3.0 133538 15.0%
 
4.0 182059 20.4%
 
5.0 407358 45.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 53160 6.0%
 
2.0 115106 12.9%
 
3.0 133538 15.0%
 
4.0 182059 20.4%
 
5.0 407358 45.7%
 

RT_UEBERGROESSE
Numeric

Distinct count 5
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.2763
Minimum 1
Maximum 5
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 5
95-th percentile 5
Maximum 5
Range 4
Interquartile range 3

Descriptive statistics

Standard deviation 1.4641
Coef of variation 0.44688
Kurtosis -1.3381
Mean 3.2763
MAD 1.2977
Skewness -0.23782
Sum 2919900
Variance 2.1436
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 264758 29.7%
 
4.0 168467 18.9%
 
3.0 155865 17.5%
 
2.0 152524 17.1%
 
1.0 149607 16.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 149607 16.8%
 
2.0 152524 17.1%
 
3.0 155865 17.5%
 
4.0 168467 18.9%
 
5.0 264758 29.7%
 

Maximum 5 values

Value Count Frequency (%)  
1.0 149607 16.8%
 
2.0 152524 17.1%
 
3.0 155865 17.5%
 
4.0 168467 18.9%
 
5.0 264758 29.7%
 

SEMIO_DOM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.6676
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.7957
Coef of variation 0.38472
Kurtosis -0.90939
Mean 4.6676
MAD 1.5265
Skewness -0.41318
Sum 4159800
Variance 3.2246
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 183435 20.6%
 
5.0 177889 20.0%
 
7.0 161495 18.1%
 
4.0 125115 14.0%
 
2.0 101498 11.4%
 
3.0 97027 10.9%
 
1.0 44762 5.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 44762 5.0%
 
2.0 101498 11.4%
 
3.0 97027 10.9%
 
4.0 125115 14.0%
 
5.0 177889 20.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 97027 10.9%
 
4.0 125115 14.0%
 
5.0 177889 20.0%
 
6.0 183435 20.6%
 
7.0 161495 18.1%
 

SEMIO_ERL
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.4814
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 2
Q1 3
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.8076
Coef of variation 0.40334
Kurtosis -1.1051
Mean 4.4814
MAD 1.5755
Skewness -0.043289
Sum 3993900
Variance 3.2672
Memory size 6.8 MiB
Value Count Frequency (%)  
4.0 196206 22.0%
 
3.0 180824 20.3%
 
7.0 179141 20.1%
 
6.0 139209 15.6%
 
2.0 77012 8.6%
 
5.0 76133 8.5%
 
1.0 42696 4.8%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 42696 4.8%
 
2.0 77012 8.6%
 
3.0 180824 20.3%
 
4.0 196206 22.0%
 
5.0 76133 8.5%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 180824 20.3%
 
4.0 196206 22.0%
 
5.0 76133 8.5%
 
6.0 139209 15.6%
 
7.0 179141 20.1%
 

SEMIO_FAM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.2727
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.9159
Coef of variation 0.4484
Kurtosis -1.1989
Mean 4.2727
MAD 1.6674
Skewness -0.20585
Sum 3807900
Variance 3.6706
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 186729 21.0%
 
2.0 139562 15.7%
 
4.0 135942 15.3%
 
5.0 133740 15.0%
 
7.0 118517 13.3%
 
3.0 94815 10.6%
 
1.0 81916 9.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 81916 9.2%
 
2.0 139562 15.7%
 
3.0 94815 10.6%
 
4.0 135942 15.3%
 
5.0 133740 15.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 94815 10.6%
 
4.0 135942 15.3%
 
5.0 133740 15.0%
 
6.0 186729 21.0%
 
7.0 118517 13.3%
 

SEMIO_KAEM
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.445
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.8524
Coef of variation 0.41674
Kurtosis -1.2361
Mean 4.445
MAD 1.6563
Skewness -0.19274
Sum 3961500
Variance 3.4314
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 206001 23.1%
 
3.0 180955 20.3%
 
7.0 135579 15.2%
 
5.0 128501 14.4%
 
2.0 114038 12.8%
 
4.0 78944 8.9%
 
1.0 47203 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 47203 5.3%
 
2.0 114038 12.8%
 
3.0 180955 20.3%
 
4.0 78944 8.9%
 
5.0 128501 14.4%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 180955 20.3%
 
4.0 78944 8.9%
 
5.0 128501 14.4%
 
6.0 206001 23.1%
 
7.0 135579 15.2%
 

SEMIO_KRIT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.7632
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.8308
Coef of variation 0.38436
Kurtosis -0.87525
Mean 4.7632
MAD 1.5559
Skewness -0.38822
Sum 4245100
Variance 3.3518
Memory size 6.8 MiB
Value Count Frequency (%)  
7.0 219847 24.7%
 
5.0 156298 17.5%
 
4.0 144079 16.2%
 
6.0 133049 14.9%
 
3.0 129106 14.5%
 
1.0 54947 6.2%
 
2.0 53895 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 54947 6.2%
 
2.0 53895 6.0%
 
3.0 129106 14.5%
 
4.0 144079 16.2%
 
5.0 156298 17.5%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 129106 14.5%
 
4.0 144079 16.2%
 
5.0 156298 17.5%
 
6.0 133049 14.9%
 
7.0 219847 24.7%
 

SEMIO_KULT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.025
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 5
95-th percentile 7
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.9038
Coef of variation 0.473
Kurtosis -1.0502
Mean 4.025
MAD 1.6182
Skewness -0.035361
Sum 3587200
Variance 3.6245
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 209067 23.5%
 
5.0 176282 19.8%
 
1.0 128216 14.4%
 
7.0 117378 13.2%
 
4.0 101502 11.4%
 
6.0 101286 11.4%
 
2.0 57490 6.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 128216 14.4%
 
2.0 57490 6.5%
 
3.0 209067 23.5%
 
4.0 101502 11.4%
 
5.0 176282 19.8%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 209067 23.5%
 
4.0 101502 11.4%
 
5.0 176282 19.8%
 
6.0 101286 11.4%
 
7.0 117378 13.2%
 

SEMIO_LUST
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.3591
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 5
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 4

Descriptive statistics

Standard deviation 2.0228
Coef of variation 0.46405
Kurtosis -1.2071
Mean 4.3591
MAD 1.7665
Skewness -0.30308
Sum 3884900
Variance 4.0918
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 170040 19.1%
 
6.0 158624 17.8%
 
7.0 158234 17.8%
 
2.0 114373 12.8%
 
1.0 110382 12.4%
 
4.0 97495 10.9%
 
3.0 82073 9.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 110382 12.4%
 
2.0 114373 12.8%
 
3.0 82073 9.2%
 
4.0 97495 10.9%
 
5.0 170040 19.1%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 82073 9.2%
 
4.0 97495 10.9%
 
5.0 170040 19.1%
 
6.0 158624 17.8%
 
7.0 158234 17.8%
 

SEMIO_MAT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.0016
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 5
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.8575
Coef of variation 0.4642
Kurtosis -1.0364
Mean 4.0016
MAD 1.5387
Skewness 0.011868
Sum 3566300
Variance 3.4505
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 171267 19.2%
 
4.0 162862 18.3%
 
2.0 134549 15.1%
 
3.0 123701 13.9%
 
7.0 111976 12.6%
 
1.0 97341 10.9%
 
6.0 89525 10.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 97341 10.9%
 
2.0 134549 15.1%
 
3.0 123701 13.9%
 
4.0 162862 18.3%
 
5.0 171267 19.2%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 123701 13.9%
 
4.0 162862 18.3%
 
5.0 171267 19.2%
 
6.0 89525 10.0%
 
7.0 111976 12.6%
 

SEMIO_PFLICHT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.2561
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.7701
Coef of variation 0.41591
Kurtosis -0.86537
Mean 4.2561
MAD 1.4796
Skewness -0.16941
Sum 3793100
Variance 3.1334
Memory size 6.8 MiB
Value Count Frequency (%)  
5.0 203845 22.9%
 
4.0 162117 18.2%
 
3.0 133990 15.0%
 
7.0 115458 13.0%
 
6.0 109442 12.3%
 
2.0 92214 10.3%
 
1.0 74155 8.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 74155 8.3%
 
2.0 92214 10.3%
 
3.0 133990 15.0%
 
4.0 162117 18.2%
 
5.0 203845 22.9%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 133990 15.0%
 
4.0 162117 18.2%
 
5.0 203845 22.9%
 
6.0 109442 12.3%
 
7.0 115458 13.0%
 

SEMIO_RAT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9101
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 5
95-th percentile 7
Maximum 7
Range 6
Interquartile range 2

Descriptive statistics

Standard deviation 1.5803
Coef of variation 0.40416
Kurtosis -0.38313
Mean 3.9101
MAD 1.177
Skewness 0.28797
Sum 3484800
Variance 2.4974
Memory size 6.8 MiB
Value Count Frequency (%)  
4.0 334456 37.5%
 
2.0 140433 15.8%
 
3.0 131994 14.8%
 
5.0 89056 10.0%
 
7.0 87024 9.8%
 
6.0 61484 6.9%
 
1.0 46774 5.2%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 46774 5.2%
 
2.0 140433 15.8%
 
3.0 131994 14.8%
 
4.0 334456 37.5%
 
5.0 89056 10.0%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 131994 14.8%
 
4.0 334456 37.5%
 
5.0 89056 10.0%
 
6.0 61484 6.9%
 
7.0 87024 9.8%
 

SEMIO_REL
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.2406
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 2.0074
Coef of variation 0.47337
Kurtosis -1.1347
Mean 4.2406
MAD 1.6857
Skewness 0.0021507
Sum 3779300
Variance 4.0295
Memory size 6.8 MiB
Value Count Frequency (%)  
7.0 211377 23.7%
 
4.0 207128 23.2%
 
3.0 150801 16.9%
 
1.0 108130 12.1%
 
5.0 79566 8.9%
 
2.0 73127 8.2%
 
6.0 61092 6.9%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 108130 12.1%
 
2.0 73127 8.2%
 
3.0 150801 16.9%
 
4.0 207128 23.2%
 
5.0 79566 8.9%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 150801 16.9%
 
4.0 207128 23.2%
 
5.0 79566 8.9%
 
6.0 61092 6.9%
 
7.0 211377 23.7%
 

SEMIO_SOZ
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.9459
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 4

Descriptive statistics

Standard deviation 1.9466
Coef of variation 0.49332
Kurtosis -1.3535
Mean 3.9459
MAD 1.7314
Skewness 0.17895
Sum 3516600
Variance 3.7891
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 244714 27.5%
 
6.0 136205 15.3%
 
5.0 121786 13.7%
 
3.0 118889 13.3%
 
7.0 117378 13.2%
 
4.0 90161 10.1%
 
1.0 62088 7.0%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 62088 7.0%
 
2.0 244714 27.5%
 
3.0 118889 13.3%
 
4.0 90161 10.1%
 
5.0 121786 13.7%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 118889 13.3%
 
4.0 90161 10.1%
 
5.0 121786 13.7%
 
6.0 136205 15.3%
 
7.0 117378 13.2%
 

SEMIO_TRADV
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.6618
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 3
Q3 5
95-th percentile 7
Maximum 7
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.7076
Coef of variation 0.46634
Kurtosis -0.65592
Mean 3.6618
MAD 1.4093
Skewness 0.33431
Sum 3263500
Variance 2.916
Memory size 6.8 MiB
Value Count Frequency (%)  
3.0 226571 25.4%
 
4.0 174203 19.5%
 
2.0 132657 14.9%
 
5.0 117378 13.2%
 
1.0 96775 10.9%
 
7.0 76133 8.5%
 
6.0 67504 7.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 96775 10.9%
 
2.0 132657 14.9%
 
3.0 226571 25.4%
 
4.0 174203 19.5%
 
5.0 117378 13.2%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 226571 25.4%
 
4.0 174203 19.5%
 
5.0 117378 13.2%
 
6.0 67504 7.6%
 
7.0 76133 8.5%
 

SEMIO_VERT
Numeric

Distinct count 7
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.0237
Minimum 1
Maximum 7
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 2
Median 4
Q3 6
95-th percentile 7
Maximum 7
Range 6
Interquartile range 4

Descriptive statistics

Standard deviation 2.0777
Coef of variation 0.51638
Kurtosis -1.4112
Mean 4.0237
MAD 1.8248
Skewness -0.035601
Sum 3586000
Variance 4.317
Memory size 6.8 MiB
Value Count Frequency (%)  
2.0 204333 22.9%
 
6.0 141714 15.9%
 
5.0 135205 15.2%
 
7.0 134756 15.1%
 
4.0 122982 13.8%
 
1.0 120437 13.5%
 
3.0 31794 3.6%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 120437 13.5%
 
2.0 204333 22.9%
 
3.0 31794 3.6%
 
4.0 122982 13.8%
 
5.0 135205 15.2%
 

Maximum 5 values

Value Count Frequency (%)  
3.0 31794 3.6%
 
4.0 122982 13.8%
 
5.0 135205 15.2%
 
6.0 141714 15.9%
 
7.0 134756 15.1%
 

WOHNDAUER_2008
Numeric

Distinct count 9
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 7.9988
Minimum 1
Maximum 9
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 3
Q1 8
Median 9
Q3 9
95-th percentile 9
Maximum 9
Range 8
Interquartile range 1

Descriptive statistics

Standard deviation 1.8664
Coef of variation 0.23334
Kurtosis 1.6721
Mean 7.9988
MAD 1.4038
Skewness -1.7544
Sum 7128700
Variance 3.4835
Memory size 6.8 MiB
Value Count Frequency (%)  
9.0 624675 70.1%
 
8.0 80118 9.0%
 
4.0 50736 5.7%
 
3.0 38767 4.3%
 
6.0 35170 3.9%
 
5.0 30959 3.5%
 
7.0 23939 2.7%
 
2.0 6174 0.7%
 
1.0 683 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 683 0.1%
 
2.0 6174 0.7%
 
3.0 38767 4.3%
 
4.0 50736 5.7%
 
5.0 30959 3.5%
 

Maximum 5 values

Value Count Frequency (%)  
5.0 30959 3.5%
 
6.0 35170 3.9%
 
7.0 23939 2.7%
 
8.0 80118 9.0%
 
9.0 624675 70.1%
 

W_KEIT_KIND_HH
Numeric

Distinct count 6
Unique (%) 0.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.4548
Minimum 1
Maximum 6
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 3
Median 5
Q3 6
95-th percentile 6
Maximum 6
Range 5
Interquartile range 3

Descriptive statistics

Standard deviation 1.7692
Coef of variation 0.39715
Kurtosis -0.95173
Mean 4.4548
MAD 1.5701
Skewness -0.69253
Sum 3970200
Variance 3.1302
Memory size 6.8 MiB
Value Count Frequency (%)  
6.0 429954 48.2%
 
4.0 128675 14.4%
 
3.0 100170 11.2%
 
2.0 84000 9.4%
 
1.0 83706 9.4%
 
5.0 64716 7.3%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 83706 9.4%
 
2.0 84000 9.4%
 
3.0 100170 11.2%
 
4.0 128675 14.4%
 
5.0 64716 7.3%
 

Maximum 5 values

Value Count Frequency (%)  
2.0 84000 9.4%
 
3.0 100170 11.2%
 
4.0 128675 14.4%
 
5.0 64716 7.3%
 
6.0 429954 48.2%
 

Correlations

Sample

ARBEIT BALLRAUM D19_KONSUMTYP_MAX EWDICHTE FINANZ_ANLEGER FINANZ_HAUSBAUER FINANZ_MINIMALIST FINANZ_SPARER FINANZ_UNAUFFAELLIGER FINANZ_VORSORGER GEBAEUDETYP_RASTER HEALTH_TYP HH_EINKOMMEN_SCORE INNENSTADT KBA05_ALTER1 KBA05_ALTER2 KBA05_ALTER3 KBA05_ALTER4 KBA05_ANHANG KBA05_ANTG1 KBA05_ANTG2 KBA05_ANTG3 KBA05_ANTG4 KBA05_AUTOQUOT KBA05_CCM1 KBA05_CCM2 KBA05_CCM3 KBA05_CCM4 KBA05_DIESEL KBA05_FRAU KBA05_GBZ KBA05_HERST1 KBA05_HERST2 KBA05_HERST3 KBA05_HERST4 KBA05_HERST5 KBA05_HERSTTEMP KBA05_KRSAQUOT KBA05_KRSHERST1 KBA05_KRSHERST2 KBA05_KRSHERST3 KBA05_KRSKLEIN KBA05_KRSOBER KBA05_KRSVAN KBA05_KRSZUL KBA05_KW1 KBA05_KW2 KBA05_KW3 KBA05_MAXAH KBA05_MAXBJ KBA05_MAXHERST KBA05_MAXSEG KBA05_MAXVORB KBA05_MOD1 KBA05_MOD2 KBA05_MOD3 KBA05_MOD4 KBA05_MOD8 KBA05_MODTEMP KBA05_MOTOR KBA05_MOTRAD KBA05_SEG1 KBA05_SEG10 KBA05_SEG2 KBA05_SEG3 KBA05_SEG4 KBA05_SEG5 KBA05_SEG6 KBA05_SEG7 KBA05_SEG8 KBA05_SEG9 KBA05_VORB0 KBA05_VORB1 KBA05_VORB2 KBA05_ZUL1 KBA05_ZUL2 KBA05_ZUL3 KBA05_ZUL4 KBA13_ALTERHALTER_30 KBA13_ALTERHALTER_45 KBA13_ALTERHALTER_60 KBA13_ALTERHALTER_61 KBA13_ANTG1 KBA13_ANTG2 KBA13_ANTG3 KBA13_ANTG4 KBA13_AUDI KBA13_AUTOQUOTE KBA13_BAUMAX KBA13_BJ_1999 KBA13_BJ_2000 KBA13_BJ_2004 KBA13_BJ_2006 KBA13_BJ_2008 KBA13_BJ_2009 KBA13_BMW KBA13_CCM_0_1400 KBA13_CCM_1000 KBA13_CCM_1200 KBA13_CCM_1400 KBA13_CCM_1401_2500 KBA13_CCM_1500 KBA13_CCM_1600 KBA13_CCM_1800 KBA13_CCM_2000 KBA13_CCM_2500 KBA13_CCM_2501 KBA13_CCM_3000 KBA13_CCM_3001 KBA13_FAB_ASIEN KBA13_FAB_SONSTIGE KBA13_FIAT KBA13_FORD KBA13_GBZ KBA13_HALTER_20 KBA13_HALTER_25 KBA13_HALTER_30 KBA13_HALTER_35 KBA13_HALTER_40 KBA13_HALTER_45 KBA13_HALTER_50 KBA13_HALTER_55 KBA13_HALTER_60 KBA13_HALTER_65 KBA13_HALTER_66 KBA13_HERST_ASIEN KBA13_HERST_AUDI_VW KBA13_HERST_BMW_BENZ KBA13_HERST_EUROPA KBA13_HERST_FORD_OPEL KBA13_HERST_SONST KBA13_HHZ KBA13_KMH_0_140 KBA13_KMH_110 KBA13_KMH_140 KBA13_KMH_140_210 KBA13_KMH_180 KBA13_KMH_210 KBA13_KMH_211 KBA13_KMH_250 KBA13_KMH_251 KBA13_KRSAQUOT KBA13_KRSHERST_AUDI_VW KBA13_KRSHERST_BMW_BENZ KBA13_KRSHERST_FORD_OPEL KBA13_KRSSEG_KLEIN KBA13_KRSSEG_OBER KBA13_KRSSEG_VAN KBA13_KRSZUL_NEU KBA13_KW_0_60 KBA13_KW_110 KBA13_KW_120 KBA13_KW_121 KBA13_KW_30 KBA13_KW_40 KBA13_KW_50 KBA13_KW_60 KBA13_KW_61_120 KBA13_KW_70 KBA13_KW_80 KBA13_KW_90 KBA13_MAZDA KBA13_MERCEDES KBA13_MOTOR KBA13_NISSAN KBA13_OPEL KBA13_PEUGEOT KBA13_RENAULT KBA13_SEG_GELAENDEWAGEN KBA13_SEG_GROSSRAUMVANS KBA13_SEG_KLEINST KBA13_SEG_KLEINWAGEN KBA13_SEG_KOMPAKTKLASSE KBA13_SEG_MINIVANS KBA13_SEG_MINIWAGEN KBA13_SEG_MITTELKLASSE KBA13_SEG_OBEREMITTELKLASSE KBA13_SEG_OBERKLASSE KBA13_SEG_SONSTIGE KBA13_SEG_SPORTWAGEN KBA13_SEG_UTILITIES KBA13_SEG_VAN KBA13_SEG_WOHNMOBILE KBA13_SITZE_4 KBA13_SITZE_5 KBA13_SITZE_6 KBA13_TOYOTA KBA13_VORB_0 KBA13_VORB_1 KBA13_VORB_1_2 KBA13_VORB_2 KBA13_VORB_3 KBA13_VW KONSUMNAEHE MOBI_REGIO ONLINE_AFFINITAET ORTSGR_KLS9 PLZ8_ANTG1 PLZ8_ANTG2 PLZ8_ANTG3 PLZ8_ANTG4 PLZ8_GBZ PLZ8_HHZ REGIOTYP RELAT_AB RETOURTYP_BK_S RT_KEIN_ANREIZ RT_SCHNAEPPCHEN RT_UEBERGROESSE SEMIO_DOM SEMIO_ERL SEMIO_FAM SEMIO_KAEM SEMIO_KRIT SEMIO_KULT SEMIO_LUST SEMIO_MAT SEMIO_PFLICHT SEMIO_RAT SEMIO_REL SEMIO_SOZ SEMIO_TRADV SEMIO_VERT W_KEIT_KIND_HH WOHNDAUER_2008 ALTERSKATEGORIE_GROB
0 4.0 6.0 9.0 6.0 5.0 3.0 3.0 4.0 5.0 3.0 4.0 3.0 2.0 5.0 2.0 3.0 3.0 3.0 1.0 0.0 0.0 0.0 0.0 3.0 3.0 3.0 3.0 0.0 2.0 3.0 3.0 2.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 2.0 2.0 2.0 2.0 3.0 3.0 1.0 3.0 1.0 2.0 2.0 2.0 0.0 3.0 3.0 3.0 0.0 3.0 3.0 1.0 1.0 2.0 3.0 3.0 3.0 1.0 0.0 0.0 0.0 0.0 3.0 3.0 3.0 3.0 3.0 3.0 2.0 3.0 3.0 3.0 3.0 2.0 3.0 2.0 0.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 1.0 3.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 2.0 2.0 2.0 2.0 3.0 3.0 3.0 3.0 1.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 1.0 1.0 1.0 5.0 2.0 3.0 2.0 0.0 3.0 3.0 6.0 3.0 5.0 1.0 4.0 1.0 6.0 3.0 6.0 6.0 7.0 3.0 5.0 5.0 5.0 4.0 7.0 2.0 3.0 1.0 6.0 9.0 2
1 3.0 6.0 9.0 3.0 5.0 5.0 1.0 5.0 4.0 2.0 3.0 3.0 6.0 8.0 3.0 4.0 1.0 4.0 0.0 0.0 0.0 0.0 2.0 1.0 1.0 5.0 1.0 4.0 2.0 4.0 1.0 5.0 5.0 2.0 2.0 0.0 4.0 1.0 5.0 4.0 2.0 1.0 2.0 1.0 2.0 1.0 3.0 4.0 2.0 1.0 2.0 4.0 3.0 3.0 2.0 2.0 0.0 0.0 1.0 3.0 0.0 0.0 4.0 1.0 2.0 2.0 2.0 1.0 3.0 3.0 0.0 1.0 1.0 5.0 5.0 1.0 0.0 2.0 3.0 2.0 3.0 4.0 2.0 4.0 2.0 1.0 4.0 2.0 2.0 3.0 3.0 3.0 3.0 3.0 2.0 3.0 2.0 0.0 0.0 4.0 3.0 1.0 2.0 2.0 5.0 3.0 3.0 0.0 5.0 2.0 3.0 4.0 2.0 4.0 3.0 3.0 3.0 3.0 3.0 2.0 2.0 3.0 3.0 3.0 4.0 1.0 4.0 4.0 4.0 2.0 3.0 5.0 3.0 1.0 3.0 3.0 2.0 4.0 3.0 3.0 1.0 2.0 4.0 3.0 3.0 2.0 2.0 2.0 1.0 3.0 4.0 4.0 3.0 1.0 2.0 4.0 0.0 3.0 1.0 2.0 3.0 2.0 4.0 3.0 2.0 3.0 4.0 3.0 2.0 3.0 2.0 2.0 5.0 4.0 2.0 3.0 3.0 3.0 2.0 3.0 3.0 4.0 2.0 3.0 3.0 4.0 2.0 3.0 3.0 3.0 3.0 3.0 4.0 1.0 1.0 3.0 5.0 2.0 3.0 2.0 1.0 4.0 5.0 3.0 4.0 1.0 5.0 3.0 5.0 7.0 2.0 4.0 4.0 4.0 3.0 2.0 3.0 7.0 6.0 4.0 5.0 6.0 1.0 3.0 9.0 1
2 3.0 2.0 8.0 4.0 2.0 5.0 1.0 4.0 3.0 1.0 4.0 3.0 4.0 4.0 2.0 3.0 3.0 3.0 0.0 1.0 3.0 1.0 0.0 3.0 5.0 2.0 3.0 0.0 0.0 3.0 3.0 2.0 2.0 3.0 2.0 5.0 4.0 3.0 3.0 2.0 3.0 3.0 2.0 2.0 3.0 3.0 2.0 2.0 3.0 4.0 5.0 1.0 1.0 0.0 2.0 5.0 1.0 1.0 4.0 1.0 1.0 2.0 1.0 5.0 3.0 3.0 1.0 0.0 0.0 0.0 1.0 4.0 2.0 3.0 2.0 3.0 4.0 4.0 3.0 2.0 3.0 3.0 2.0 3.0 1.0 0.0 3.0 3.0 1.0 2.0 2.0 4.0 5.0 3.0 1.0 4.0 1.0 1.0 2.0 2.0 3.0 4.0 3.0 4.0 3.0 3.0 4.0 3.0 5.0 4.0 3.0 3.0 4.0 4.0 3.0 3.0 2.0 2.0 2.0 3.0 3.0 3.0 3.0 4.0 3.0 3.0 2.0 4.0 3.0 3.0 3.0 4.0 1.0 1.0 1.0 2.0 2.0 4.0 4.0 4.0 1.0 3.0 3.0 3.0 2.0 2.0 3.0 2.0 1.0 1.0 3.0 4.0 4.0 1.0 1.0 2.0 1.0 5.0 4.0 4.0 2.0 3.0 4.0 3.0 3.0 2.0 3.0 3.0 5.0 3.0 3.0 3.0 1.0 3.0 3.0 2.0 4.0 3.0 2.0 4.0 5.0 3.0 2.0 4.0 2.0 3.0 3.0 3.0 4.0 4.0 2.0 2.0 2.0 5.0 3.0 2.0 5.0 3.0 3.0 1.0 0.0 4.0 4.0 2.0 2.0 3.0 5.0 4.0 5.0 7.0 6.0 1.0 7.0 7.0 3.0 4.0 3.0 3.0 4.0 3.0 4.0 3.0 4.0 3.0 9.0 3
3 2.0 4.0 8.0 2.0 2.0 2.0 4.0 2.0 1.0 5.0 4.0 2.0 1.0 6.0 2.0 5.0 3.0 0.0 1.0 4.0 1.0 0.0 0.0 4.0 2.0 3.0 5.0 1.0 3.0 4.0 4.0 4.0 3.0 3.0 2.0 3.0 3.0 4.0 4.0 2.0 3.0 1.0 2.0 2.0 3.0 3.0 4.0 1.0 3.0 4.0 3.0 2.0 2.0 2.0 4.0 4.0 2.0 1.0 3.0 3.0 3.0 1.0 1.0 2.0 5.0 3.0 2.0 0.0 0.0 0.0 1.0 2.0 5.0 1.0 3.0 3.0 3.0 3.0 2.0 3.0 5.0 2.0 2.0 3.0 1.0 0.0 5.0 3.0 1.0 2.0 2.0 3.0 3.0 4.0 3.0 4.0 3.0 4.0 2.0 3.0 2.0 3.0 3.0 2.0 3.0 4.0 4.0 3.0 5.0 3.0 2.0 3.0 3.0 4.0 2.0 2.0 2.0 3.0 3.0 3.0 5.0 5.0 4.0 3.0 2.0 3.0 4.0 3.0 2.0 2.0 2.0 3.0 5.0 1.0 5.0 1.0 2.0 2.0 5.0 5.0 1.0 3.0 4.0 4.0 2.0 2.0 2.0 2.0 2.0 3.0 1.0 3.0 5.0 1.0 4.0 3.0 2.0 2.0 3.0 2.0 3.0 2.0 3.0 3.0 5.0 2.0 3.0 2.0 3.0 4.0 3.0 3.0 4.0 4.0 3.0 4.0 3.0 1.0 2.0 3.0 2.0 4.0 2.0 3.0 3.0 3.0 3.0 4.0 3.0 2.0 3.0 2.0 4.0 4.0 4.0 1.0 3.0 2.0 2.0 2.0 0.0 4.0 3.0 0.0 3.0 2.0 3.0 2.0 3.0 4.0 7.0 1.0 5.0 4.0 4.0 4.0 1.0 4.0 3.0 2.0 5.0 4.0 4.0 6.0 9.0 4
4 4.0 2.0 1.0 5.0 1.0 2.0 4.0 3.0 3.0 4.0 5.0 3.0 5.0 1.0 0.0 4.0 4.0 3.0 0.0 1.0 4.0 1.0 0.0 3.0 4.0 1.0 4.0 2.0 1.0 5.0 3.0 2.0 2.0 4.0 1.0 4.0 3.0 3.0 3.0 3.0 3.0 2.0 2.0 3.0 2.0 3.0 2.0 3.0 2.0 2.0 3.0 1.0 1.0 3.0 1.0 1.0 4.0 2.0 3.0 4.0 1.0 3.0 3.0 4.0 1.0 3.0 2.0 0.0 1.0 0.0 2.0 5.0 1.0 5.0 3.0 4.0 2.0 2.0 3.0 3.0 3.0 3.0 1.0 4.0 2.0 1.0 4.0 3.0 2.0 3.0 3.0 3.0 2.0 0.0 5.0 2.0 3.0 5.0 1.0 2.0 1.0 4.0 1.0 3.0 3.0 3.0 5.0 5.0 5.0 3.0 2.0 3.0 4.0 3.0 3.0 3.0 3.0 3.0 3.0 3.0 4.0 4.0 2.0 3.0 3.0 3.0 4.0 3.0 4.0 3.0 2.0 3.0 5.0 1.0 5.0 1.0 1.0 3.0 5.0 5.0 1.0 3.0 4.0 3.0 2.0 2.0 2.0 1.0 3.0 3.0 3.0 1.0 5.0 1.0 5.0 3.0 0.0 2.0 2.0 1.0 3.0 3.0 3.0 4.0 4.0 3.0 3.0 4.0 3.0 3.0 3.0 3.0 3.0 2.0 3.0 2.0 4.0 4.0 5.0 4.0 2.0 2.0 5.0 3.0 3.0 3.0 3.0 4.0 2.0 2.0 3.0 4.0 3.0 4.0 3.0 5.0 6.0 2.0 4.0 2.0 1.0 3.0 3.0 5.0 5.0 5.0 3.0 5.0 5.0 2.0 4.0 4.0 2.0 3.0 6.0 4.0 2.0 4.0 2.0 4.0 6.0 2.0 7.0 2.0 9.0 3
KBA13_HALTER_66 is highly correlated with KBA13_ALTERHALTER_61 (ρ = 0.92795) Rejected
KBA13_HERST_SONST is highly correlated with KBA13_FAB_SONSTIGE (ρ = 1) Rejected
KBA13_KMH_250 is highly correlated with KBA13_KMH_211 (ρ = 0.96077) Rejected
PLZ8_ANTG1 is highly correlated with KBA13_ANTG1 (ρ = 0.91196) Rejected
PLZ8_ANTG3 is highly correlated with KBA13_ANTG3 (ρ = 0.90311) Rejected
PLZ8_ANTG4 is highly correlated with KBA13_ANTG4 (ρ = 0.90186) Rejected
PLZ8_GBZ is highly correlated with KBA13_GBZ (ρ = 0.97064) Rejected
PLZ8_HHZ is highly correlated with KBA13_HHZ (ρ = 0.95882) Rejected
In [188]:
corr_ordi_columns = ['FINANZ_SPARER','KBA13_HALTER_66','KBA13_HERST_SONST','KBA13_KMH_250',
                     'PLZ8_GBZ','PLZ8_HHZ', 'PLZ8_ANTG1','PLZ8_ANTG3','PLZ8_ANTG4']
In [189]:
df_azdias.drop(columns=corr_ordi_columns, inplace=True)
df_customers.drop(columns=corr_ordi_columns, inplace=True)
In [190]:
for col in corr_ordi_columns:
    print(col)
    features.drop(features[features.attribute==col].index, inplace=True)
features.shape
FINANZ_SPARER
KBA13_HALTER_66
KBA13_HERST_SONST
KBA13_KMH_250
PLZ8_GBZ
PLZ8_HHZ
PLZ8_ANTG1
PLZ8_ANTG3
PLZ8_ANTG4
Out[190]:
(270, 5)
In [191]:
df_customers.to_csv('clean_customers_drop_ordinal_correlated.csv', index=False)
df_azdias.to_csv('clean_azdias__drop_ordinal_correlated.csv', index=False)
In [ ]:
 
Categorical
In [199]:
# Columns that are tagged as "categorical" are either binary or multiple
# Printing and tracking binary and multiple categorical values 
binary_cates = []
multi_cates = []
for col in df_customers[df_cate['categorical']]:
    values = df_customers[df_cate['categorical']][col].nunique()
    if values == 2:
        binary_cates.append(col)
    else:
        multi_cates.append(col)
    print(f'{col}: {values}')
AKT_DAT_KL: 9
CAMEO_DEU_2015: 44
CAMEO_DEUG_2015: 9
CJT_GESAMTTYP: 6
CJT_KATALOGNUTZER: 5
CJT_TYP_1: 5
CJT_TYP_2: 5
CJT_TYP_3: 5
CJT_TYP_4: 5
CJT_TYP_5: 5
CJT_TYP_6: 5
DSL_FLAG: 2
FINANZTYP: 6
FIRMENDICHTE: 5
GEBAEUDETYP: 6
GEMEINDETYP: 7
GFK_URLAUBERTYP: 12
GREEN_AVANTGARDE: 2
HH_DELTA_FLAG: 2
KOMBIALTER: 4
KONSUMZELLE: 2
LP_FAMILIE_FEIN: 11
LP_FAMILIE_GROB: 5
LP_STATUS_FEIN: 10
LP_STATUS_GROB: 5
MOBI_RASTER: 6
NATIONALITAET_KZ: 4
OST_WEST_KZ: 2
SHOPPER_TYP: 4
STRUKTURTYP: 3
UMFELD_ALT: 5
UMFELD_JUNG: 5
UNGLEICHENN_FLAG: 2
VERS_TYP: 2
VK_DHT4A: 11
VK_DISTANZ: 13
VK_ZG11: 11
WOHNLAGE: 7
ZABEOTYP: 6
ANREDE_KZ: 2
In [205]:
for col in binary_cates:
    print(df_customers[col].value_counts())
1.0    188421
0.0      3231
Name: DSL_FLAG, dtype: int64
0    121283
1     70369
Name: GREEN_AVANTGARDE, dtype: int64
0.0    171005
1.0     20647
Name: HH_DELTA_FLAG, dtype: int64
0.0    166546
1.0     25106
Name: KONSUMZELLE, dtype: int64
W    180309
O     11343
Name: OST_WEST_KZ, dtype: int64
0.0    179359
1.0     12293
Name: UNGLEICHENN_FLAG, dtype: int64
1.0    122610
2.0     69042
Name: VERS_TYP, dtype: int64
1.0    119508
2.0     72144
Name: ANREDE_KZ, dtype: int64
In [206]:
for col in binary_cates:
    print(df_azdias[col].value_counts())
1.0    865536
0.0     25685
Name: DSL_FLAG, dtype: int64
0    715996
1    175225
Name: GREEN_AVANTGARDE, dtype: int64
0.0    818544
1.0     72677
Name: HH_DELTA_FLAG, dtype: int64
0.0    702746
1.0    188475
Name: KONSUMZELLE, dtype: int64
W    722676
O    168545
Name: OST_WEST_KZ, dtype: int64
0.0    817571
1.0     73650
Name: UNGLEICHENN_FLAG, dtype: int64
2.0    509918
1.0    381303
Name: VERS_TYP, dtype: int64
2    465305
1    425916
Name: ANREDE_KZ, dtype: int64
In [ ]:
# figure: 
In [ ]:
 
In [ ]:
 
In [ ]:
 

Part 1: Customer Segmentation Report

The main bulk of your analysis will come in this part of the project. Here, you should use unsupervised learning techniques to describe the relationship between the demographics of the company's existing customers and the general population of Germany. By the end of this part, you should be able to describe parts of the general population that are more likely to be part of the mail-order company's main customer base, and which parts of the general population are less so.

In [ ]:
 

Part 2: Supervised Learning Model

Now that you've found which parts of the population are more likely to be customers of the mail-order company, it's time to build a prediction model. Each of the rows in the "MAILOUT" data files represents an individual that was targeted for a mailout campaign. Ideally, we should be able to use the demographic information from each individual to decide whether or not it will be worth it to include that person in the campaign.

The "MAILOUT" data has been split into two approximately equal parts, each with almost 43 000 data rows. In this part, you can verify your model with the "TRAIN" partition, which includes a column, "RESPONSE", that states whether or not a person became a customer of the company following the campaign. In the next part, you'll need to create predictions on the "TEST" partition, where the "RESPONSE" column has been withheld.

In [ ]:
mailout_train = pd.read_csv('../../data/Term2/capstone/arvato_data/Udacity_MAILOUT_052018_TRAIN.csv', sep=';')
In [ ]:
 

Part 3: Kaggle Competition

Now that you've created a model to predict which individuals are most likely to respond to a mailout campaign, it's time to test that model in competition through Kaggle. If you click on the link here, you'll be taken to the competition page where, if you have a Kaggle account, you can enter. If you're one of the top performers, you may have the chance to be contacted by a hiring manager from Arvato or Bertelsmann for an interview!

Your entry to the competition should be a CSV file with two columns. The first column should be a copy of "LNR", which acts as an ID number for each individual in the "TEST" partition. The second column, "RESPONSE", should be some measure of how likely each individual became a customer – this might not be a straightforward probability. As you should have found in Part 2, there is a large output class imbalance, where most individuals did not respond to the mailout. Thus, predicting individual classes and using accuracy does not seem to be an appropriate performance evaluation method. Instead, the competition will be using AUC to evaluate performance. The exact values of the "RESPONSE" column do not matter as much: only that the higher values try to capture as many of the actual customers as possible, early in the ROC curve sweep.

In [ ]:
mailout_test = pd.read_csv('../../data/Term2/capstone/arvato_data/Udacity_MAILOUT_052018_TEST.csv', sep=';')
In [ ]: